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ECCV2020_Papers Accepted List

ECCV2020_Papers Accepted List

Article

The 2020 European Conference on Computer Vision (ECCV 2020), which took place August 24-27, 2020, is conference in the field of image analysis.

 

 

Quaternion Equivariant Capsule Networks for 3D Point Clouds

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DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares

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NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search

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Describing Textures using Natural Language

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Empowering Relational Network by Self-Attention Augmented Conditional Random Fields for Group Activity Recognition

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AiR: Attention with Reasoning Capability

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Self6D: Self-Supervised Monocular 6D Object Pose Estimation

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Invertible Image Rescaling

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Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation

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House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation

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Crowdsampling the Plenoptic Function

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VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment

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End-to-End Object Detection with Transformers

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DeepSFM: Structure From Motion Via Deep Bundle Adjustment

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Ladybird: Quasi-Monte Carlo Sampling for Deep Implicit Field Based 3D Reconstruction with Symmetry

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Segment as Points for Efficient Online Multi-Object Tracking and Segmentation

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Conditional Convolutions for Instance Segmentation

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MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution

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Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset

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[supplementary material] 

 

Privacy Preserving Structure-from-Motion

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Rewriting a Deep Generative Model

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[supplementary material] 

 

Compare and Reweight: Distinctive Image Captioning Using Similar Images Sets

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Long-term Human Motion Prediction with Scene Context

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NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis

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ReferIt3D: Neural Listeners for Fine-Grained 3D Object Identification in Real-World Scenes

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MatryODShka: Real-time 6DoF Video View Synthesis using Multi-Sphere Images

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Learning and Aggregating Deep Local Descriptors for Instance-level Recognition

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A Consistently Fast and Globally Optimal Solution to the Perspective-n-Point Problem

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Learn to Recover Visible Color for Video Surveillance in a Day

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Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images

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[supplementary material] 

 

Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation

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BorderDet: Border Feature for Dense Object Detection

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Regularization with Latent Space Virtual Adversarial Training

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Du²Net: Learning Depth Estimation from Dual-Cameras and Dual-Pixels

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Model-Agnostic Boundary-Adversarial Sampling for Test-Time Generalization in Few-Shot learning

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Targeted Attack for Deep Hashing based Retrieval

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Gradient Centralization: A New Optimization Technique for Deep Neural Networks

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Content-Aware Unsupervised Deep Homography Estimation

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Multi-View Optimization of Local Feature Geometry

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The Phong Surface: Efficient 3D Model Fitting using Lifted Optimization

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Forecasting Human-Object Interaction: Joint Prediction of Motor Attention and Actions in First Person Video

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Learning Stereo from Single Images

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Prototype Rectification for Few-Shot Learning

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Learning Feature Descriptors using Camera Pose Supervision

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Semantic Flow for Fast and Accurate Scene Parsing

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Appearance Consensus Driven Self-Supervised Human Mesh Recovery

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[supplementary material] 

 

Diffraction Line Imaging

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Aligning and Projecting Images to Class-conditional Generative Networks

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Suppress and Balance: A Simple Gated Network for Salient Object Detection

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[supplementary material] 

 

Visual Memorability for Robotic Interestingness via Unsupervised Online Learning

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Post-Training Piecewise Linear Quantization for Deep Neural Networks

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[supplementary material] 

 

Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification

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In-Home Daily-Life Captioning Using Radio Signals

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Self-Challenging Improves Cross-Domain Generalization

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A Competence-aware Curriculum for Visual Concepts Learning via Question Answering

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Multitask Learning Strengthens Adversarial Robustness

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S2DNAS: Transforming Static CNN Model for Dynamic Inference via Neural Architecture Search

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Improving Deep Video Compression by Resolution-adaptive Flow Coding

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Motion Capture from Internet Videos

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[supplementary material] 

 

Appearance-Preserving 3D Convolution for Video-based Person Re-identification

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Solving the Blind Perspective-n-Point Problem End-To-End With Robust Differentiable Geometric Optimization

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[supplementary material] 

 

Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation

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[supplementary material] 

 

Deep Spatial-angular Regularization for Compressive Light Field Reconstruction over Coded Apertures

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Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling

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Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction

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Orientation-aware Vehicle Re-identification with Semantics-guided Part Attention Network

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Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation

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[supplementary material] 

 

CoReNet: Coherent 3D Scene Reconstruction from a Single RGB Image

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[supplementary material] 

 

Layer-wise Conditioning Analysis in Exploring the Learning Dynamics of DNNs

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[supplementary material] 

 

RAFT: Recurrent All-Pairs Field Transforms for Optical Flow

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[supplementary material] 

 

Domain-invariant Stereo Matching Networks

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[supplementary material] 

 

DeepHandMesh: A Weakly-supervised Deep Encoder-Decoder Framework for High-fidelity Hand Mesh Modeling

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[supplementary material] 

 

Content Adaptive and Error Propagation Aware Deep Video Compression

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[supplementary material] 

 

Towards Streaming Perception

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[supplementary material] 

 

Towards Automated Testing and Robustification by Semantic Adversarial Data Generation

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[supplementary material] 

 

Adversarial Generative Grammars for Human Activity Prediction

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GDumb: A Simple Approach that Questions Our Progress in Continual Learning

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[supplementary material] 

 

Learning Lane Graph Representations for Motion Forecasting

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[supplementary material] 

 

What Matters in Unsupervised Optical Flow

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[supplementary material] 

 

Synthesis and Completion of Facades from Satellite Imagery

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[supplementary material] 

 

Mapillary Planet-Scale Depth Dataset

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V2VNet: Vehicle-to-Vehicle Communication for Joint Perception and Prediction

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[supplementary material] 

 

Training Interpretable Convolutional Neural Networks by Differentiating Class-specific Filters

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EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning

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Intrinsic Point Cloud Interpolation via Dual Latent Space Navigation

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Cross-Domain Cascaded Deep Translation

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“Look Ma, no landmarks! – Unsupervised, Model-based Dense Face Alignment

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[supplementary material] 

 

Online Invariance Selection for Local Feature Descriptors

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Rethinking Image Inpainting via a Mutual Encoder-Decoder with Feature Equalizations

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[supplementary material] 

 

TextCaps: a Dataset for Image Captioning with Reading Comprehension

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It is not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction

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Learning What to Learn for Video Object Segmentation

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[supplementary material] 

 

SIZER: A Dataset and Model for Parsing 3D Clothing and Learning Size Sensitive 3D Clothing

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[supplementary material] 

 

LIMP: Learning Latent Shape Representations with Metric Preservation Priors

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[supplementary material] 

 

Unsupervised Sketch to Photo Synthesis

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[supplementary material] 

 

A Simple Way to Make Neural Networks Robust Against Diverse Image Corruptions

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[supplementary material] 

 

SoftPoolNet: Shape Descriptor for Point Cloud Completion and Classification

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[supplementary material] 

 

Hierarchical Face Aging through Disentangled Latent Characteristics

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[supplementary material] 

 

Hybrid Models for Open Set Recognition

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TopoGAN: A Topology-Aware Generative Adversarial Network

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[supplementary material] 

 

Learning to Localize Actions from Moments

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[supplementary material] 

 

ForkGAN: Seeing into the Rainy Night

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[supplementary material] 

 

TCGM: An Information-Theoretic Framework for Semi-Supervised Multi-Modality Learning

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[supplementary material] 

 

ExchNet: A Unified Hashing Network for Large-Scale Fine-Grained Image Retrieval

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[supplementary material] 

 

TSIT: A Simple and Versatile Framework for Image-to-Image Translation

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[supplementary material] 

 

ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices

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[supplementary material] 

 

HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation

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[supplementary material] 

 

Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve

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[supplementary material] 

 

A Unified Framework of Surrogate Loss by Refactoring and Interpolation

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[supplementary material] 

 

Deep Reflectance Volumes: Relightable Reconstructions from Multi-View Photometric Images

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[supplementary material] 

 

Memory-augmented Dense Predictive Coding for Video Representation Learning

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[supplementary material] 

 

PointMixup: Augmentation for Point Clouds

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[supplementary material] 

 

Identity-Guided Human Semantic Parsing for Person Re-Identification

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Learning Gradient Fields for Shape Generation

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[supplementary material] 

 

COCO-FUNIT: Few-Shot Unsupervised Image Translation with a Content Conditioned Style Encoder

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[supplementary material] 

 

Corner Proposal Network for Anchor-free, Two-stage Object Detection

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PhraseClick: Toward Achieving Flexible Interactive Segmentation by Phrase and Click

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Unified Multisensory Perception: Weakly-Supervised Audio-Visual Video Parsing

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[supplementary material] 

 

Learning Delicate Local Representations for Multi-Person Pose Estimation

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Learning to Plan with Uncertain Topological Maps

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[supplementary material] 

 

Neural Design Network: Graphic Layout Generation with Constraints

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[supplementary material] 

 

Learning Open Set Network with Discriminative Reciprocal Points

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[supplementary material] 

 

Convolutional Occupancy Networks

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[supplementary material] 

 

Multi-person 3D Pose Estimation in Crowded Scenes Based on Multi-View Geometry

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[supplementary material] 

 

TIDE: A General Toolbox for Identifying Object Detection Errors

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[supplementary material] 

 

PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding

[pdf] 

[supplementary material] 

 

DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation

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[supplementary material] 

 

Circumventing Outliers of AutoAugment with Knowledge Distillation

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S2DNet: Learning Image Features for Accurate Sparse-to-Dense Matching

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[supplementary material] 

 

RTM3D: Real-time Monocular 3D Detection from Object Keypoints for Autonomous Driving

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[supplementary material] 

 

Video Object Segmentation with Episodic Graph Memory Networks

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[supplementary material] 

 

Rethinking Bottleneck Structure for Efficient Mobile Network Design

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[supplementary material] 

 

Side-Tuning: A Baseline for Network Adaptation via Additive Side Networks

[pdf] 

[supplementary material] 

 

Towards Part-aware Monocular 3D Human Pose Estimation: An Architecture Search Approach

[pdf] 

 

 

REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets

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[supplementary material] 

 

Contrastive Learning for Weakly Supervised Phrase Grounding

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[supplementary material] 

 

Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis

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[supplementary material] 

 

Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors

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[supplementary material] 

 

TuiGAN: Learning Versatile Image-to-Image Translation with Two Unpaired Images

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[supplementary material] 

 

Semi-Siamese Training for Shallow Face Learning

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[supplementary material] 

 

GAN Slimming: All-in-One GAN Compression by A Unified Optimization Framework

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[supplementary material] 

 

Human Interaction Learning on 3D Skeleton Point Clouds for Video Violence Recognition

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Binarized Neural Network for Single Image Super Resolution

[pdf] 

 

 

Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation

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[supplementary material] 

 

Adaptive Computationally Efficient Network for Monocular 3D Hand Pose Estimation

[pdf] 

[supplementary material] 

 

Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking

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[supplementary material] 

 

Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets

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[supplementary material] 

 

Hamiltonian Dynamics for Real-World Shape Interpolation

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[supplementary material] 

 

Learning to Scale Multilingual Representations for Vision-Language Tasks

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[supplementary material] 

 

Multi-modal Transformer for Video Retrieval

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[supplementary material] 

 

Feature Representation Matters: End-to-End Learning for Reference-based Image Super-resolution

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RobustFusion: Human Volumetric Capture with Data-driven Visual Cues using a RGBD Camera

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[supplementary material] 

 

Surface Normal Estimation of Tilted Images via Spatial Rectifier

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[supplementary material] 

 

Multimodal Shape Completion via Conditional Generative Adversarial Networks

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[supplementary material] 

 

Generative Sparse Detection Networks for 3D Single-shot Object Detection

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[supplementary material] 

 

Grounded Situation Recognition

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[supplementary material] 

 

Learning Modality Interaction for Temporal Sentence Localization and Event Captioning in Videos

[pdf] 

[supplementary material] 

 

Unpaired Learning of Deep Image Denoising

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[supplementary material] 

 

Self-supervising Fine-grained Region Similarities for Large-scale Image Localization

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[supplementary material] 

 

Rotationally-Temporally Consistent Novel View Synthesis of Human Performance Video

[pdf] 

[supplementary material] 

 

Side-Aware Boundary Localization for More Precise Object Detection

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[supplementary material] 

 

SF-Net: Single-Frame Supervision for Temporal Action Localization

[pdf] 

[supplementary material] 

 

Negative Margin Matters: Understanding Margin in Few-shot Classification

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[supplementary material] 

 

Particularity beyond Commonality: Unpaired Identity Transfer with Multiple References

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[supplementary material] 

 

Tracking Objects as Points

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[supplementary material] 

 

CPGAN: Content-Parsing Generative Adversarial Networks for Text-to-Image Synthesis

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[supplementary material] 

 

Transporting Labels via Hierarchical Optimal Transport for Semi-Supervised Learning

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MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning

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[supplementary material] 

 

Learning to Factorize and Relight a City

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[supplementary material] 

 

Region Graph Embedding Network for Zero-Shot Learning

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[supplementary material] 

 

GRAB: A Dataset of Whole-Body Human Grasping of Objects

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[supplementary material] 

 

DEMEA: Deep Mesh Autoencoders for Non-Rigidly Deforming Objects

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RANSAC-Flow: Generic Two-stage Image Alignment

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[supplementary material] 

 

Semantic Object Prediction and Spatial Sound Super-Resolution with Binaural Sounds

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[supplementary material] 

 

Neural Object Learning for 6D Pose Estimation Using a Few Cluttered Images

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[supplementary material] 

 

Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking

[pdf] 

[supplementary material] 

 

Pixel-Pair Occlusion Relationship Map (P2ORM): Formulation, Inference & Application

[pdf] 

[supplementary material] 

 

MovieNet: A Holistic Dataset for Movie Understanding

[pdf] 

[supplementary material] 

 

Short-Term and Long-Term Context Aggregation Network for Video Inpainting

[pdf] 

[supplementary material] 

 

DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DoF Relocalization

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[supplementary material] 

 

Face Super-Resolution Guided by 3D Facial Priors

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[supplementary material] 

 

Label Propagation with Augmented Anchors: A Simple Semi-Supervised Learning baseline for Unsupervised Domain Adaptation

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[supplementary material] 

 

Are Labels Necessary for Neural Architecture Search?

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[supplementary material] 

 

BLSM: A Bone-Level Skinned Model of the Human Mesh

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[supplementary material] 

 

Associative Alignment for Few-shot Image Classification

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[supplementary material] 

 

Cyclic Functional Mapping: Self-supervised Correspondence between Non-isometric Deformable Shapes

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View-Invariant Probabilistic Embedding for Human Pose

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[supplementary material] 

 

Contact and Human Dynamics from Monocular Video

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[supplementary material] 

 

PointPWC-Net: Cost Volume on Point Clouds for (Self-)Supervised Scene Flow Estimation

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[supplementary material] 

 

Points2Surf Learning Implicit Surfaces from Point Clouds

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[supplementary material] 

 

Few-Shot Scene-Adaptive Anomaly Detection

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[supplementary material] 

 

Personalized Face Modeling for Improved Face Reconstruction and Motion Retargeting

[pdf] 

[supplementary material] 

 

Entropy Minimisation Framework for Event-based Vision Model Estimation

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[supplementary material] 

 

Reconstructing NBA Players

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[supplementary material] 

 

PIoU Loss: Towards Accurate Oriented Object Detection in Complex Environments

[pdf] 

 

 

TENet: Triple Excitation Network for Video Salient Object Detection

[pdf] 

 

 

Deep Feedback Inverse Problem Solver

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[supplementary material] 

 

Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification

[pdf] 

 

 

Hallucinating Visual Instances in Total Absentia

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[supplementary material] 

 

Weakly-supervised 3D Shape Completion in the Wild

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[supplementary material] 

 

DTVNet: Dynamic Time-lapse Video Generation via Single Still Image

[pdf] 

[supplementary material] 

 

CLIFFNet for Monocular Depth Estimation with Hierarchical Embedding Loss

[pdf] 

[supplementary material] 

 

Collaborative Video Object Segmentation by Foreground-Background Integration

[pdf] 

[supplementary material] 

 

Adaptive Margin Diversity Regularizer for handling Data Imbalance in Zero-Shot SBIR

[pdf] 

 

 

ETH-XGaze: A Large Scale Dataset for Gaze Estimation under Extreme Head Pose and Gaze Variation

[pdf] 

[supplementary material] 

 

Calibration-free Structure-from-Motion with Calibrated Radial Trifocal Tensors

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[supplementary material] 

 

Occupancy Anticipation for Efficient Exploration and Navigation

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[supplementary material] 

 

Unified Image and Video Saliency Modeling

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[supplementary material] 

 

TAO: A Large-Scale Benchmark for Tracking Any Object

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[supplementary material] 

 

A Generalization of Otsu’s Method and Minimum Error Thresholding

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[supplementary material] 

 

A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks

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[supplementary material] 

 

Big Transfer (BiT): General Visual Representation Learning

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[supplementary material] 

 

VisualCOMET: Reasoning about the Dynamic Context of a Still Image

[pdf] 

[supplementary material] 

 

Few-shot Action Recognition with Permutation-invariant Attention

[pdf] 

[supplementary material] 

 

Character Grounding and Re-Identification in Story of Videos and Text Descriptions

[pdf] 

 

 

AABO: Adaptive Anchor Box Optimization for Object Detection via Bayesian Sub-sampling

[pdf] 

[supplementary material] 

 

Learning Visual Context by Comparison

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[supplementary material] 

 

Large Scale Holistic Video Understanding

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[supplementary material] 

 

Indirect Local Attacks for Context-aware Semantic Segmentation Networks

[pdf] 

[supplementary material] 

 

Predicting Visual Overlap of Images Through Interpretable Non-Metric Box Embeddings

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[supplementary material] 

 

Connecting Vision and Language with Localized Narratives

[pdf] 

[supplementary material] 

 

Adversarial T-shirt! Evading Person Detectors in A Physical World

[pdf] 

[supplementary material] 

 

Bounding-box Channels for Visual Relationship Detection

[pdf] 

 

 

Minimal Rolling Shutter Absolute Pose with Unknown Focal Length and Radial Distortion

[pdf] 

[supplementary material] 

 

SRFlow: Learning the Super-Resolution Space with Normalizing Flow

[pdf] 

[supplementary material] 

 

DeepGMR: Learning Latent Gaussian Mixture Models for Registration

[pdf] 

[supplementary material] 

 

Active Perception using Light Curtains for Autonomous Driving

[pdf] 

[supplementary material] 

 

Invertible Neural BRDF for Object Inverse Rendering

[pdf] 

 

 

Semi-supervised Semantic Segmentation via Strong-weak Dual-branch Network

[pdf] 

[supplementary material] 

 

Practical Deep Raw Image Denoising on Mobile Devices

[pdf] 

[supplementary material] 

 

SoundSpaces: Audio-Visual Navigation in 3D Environments

[pdf] 

[supplementary material] 

 

Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization

[pdf] 

[supplementary material] 

 

Erasing Appearance Preservation in Optimization-based Smoothing

[pdf] 

[supplementary material] 

 

Counterfactual Vision-and-Language Navigation via Adversarial Path Sampler

[pdf] 

[supplementary material] 

 

Guided Deep Decoder: Unsupervised Image Pair Fusion

[pdf] 

[supplementary material] 

 

Filter Style Transfer between Photos

[pdf] 

[supplementary material] 

 

JGR-P2O: Joint Graph Reasoning based Pixel-to-Offset Prediction Network for 3D Hand Pose Estimation from a Single Depth Image

[pdf] 

[supplementary material] 

 

Dynamic Group Convolution for Accelerating Convolutional Neural Networks

[pdf] 

[supplementary material] 

 

RD-GAN: Few/Zero-Shot Chinese Character Style Transfer via Radical Decomposition and Rendering

[pdf] 

 

 

Object-Contextual Representations for Semantic Segmentation

[pdf] 

[supplementary material] 

 

Efficient Spatio-Temporal Recurrent Neural Network for Video Deblurring

[pdf] 

[supplementary material] 

 

Joint Semantic Instance Segmentation on Graphs with the Semantic Mutex Watershed

[pdf] 

[supplementary material] 

 

Photon-Efficient 3D Imaging with A Non-Local Neural Network

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[supplementary material] 

 

GeLaTO: Generative Latent Textured Objects

[pdf] 

[supplementary material] 

 

Improving Vision-and-Language Navigation with Image-Text Pairs from the Web

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[supplementary material] 

 

Directional Temporal Modeling for Action Recognition

[pdf] 

[supplementary material] 

 

Shonan Rotation Averaging: Global Optimality by Surfing SO(p)(n)

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[supplementary material] 

 

Semantic Curiosity for Active Visual Learning

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[supplementary material] 

 

Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training

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[supplementary material] 

 

ProgressFace: Scale-Aware Progressive Learning for Face Detection

[pdf] 

[supplementary material] 

 

Learning Multi-layer Latent Variable Model via Variational Optimization of Short Run MCMC for Approximate Inference

[pdf] 

[supplementary material] 

 

CoTeRe-Net: Discovering Collaborative Ternary Relations in Videos

[pdf] 

 

 

Modeling the Effects of Windshield Refraction for Camera Calibration

[pdf] 

[supplementary material] 

 

Unsupervised Domain Adaptation for Semantic Segmentation of NIR Images through Generative Latent Search

[pdf] 

[supplementary material] 

 

PROFIT: A Novel Training Method for sub-4-bit MobileNet Models

[pdf] 

[supplementary material] 

 

Visual Relation Grounding in Videos

[pdf] 

[supplementary material] 

 

Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows

[pdf] 

[supplementary material] 

 

Controlling Style and Semantics in Weakly-Supervised Image Generation

[pdf] 

[supplementary material] 

 

Jointly learning visual motion and confidence from local patches in event cameras

[pdf] 

[supplementary material] 

 

SODA: Story Oriented Dense Video Captioning Evaluation Framework

[pdf] 

[supplementary material] 

 

Sketch-Guided Object Localization in Natural Images

[pdf] 

[supplementary material] 

 

A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses

[pdf] 

[supplementary material] 

 

Behind the Scene: Revealing the Secrets of Pre-trained Vision-and-Language Models

[pdf] 

[supplementary material] 

 

The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement

[pdf] 

[supplementary material] 

 

STAR: Sparse Trained Articulated Human Body Regressor

[pdf] 

[supplementary material] 

 

Optical Flow Distillation: Towards Efficient and Stable Video Style Transfer

[pdf] 

[supplementary material] 

 

Collaboration by Competition: Self-coordinated Knowledge Amalgamation for Multi-talent Student Learning

[pdf] 

[supplementary material] 

 

Do Not Disturb Me: Person Re-identification Under the Interference of Other Pedestrians

[pdf] 

[supplementary material] 

 

Learning 3D Part Assembly from a Single Image

[pdf] 

[supplementary material] 

 

PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions

[pdf] 

[supplementary material] 

 

Highly Efficient Salient Object Detection with 100K Parameters

[pdf] 

[supplementary material] 

 

HardGAN: A Haze-Aware Representation Distillation GAN for Single Image Dehazing

[pdf] 

 

 

Lifespan Age Transformation Synthesis

[pdf] 

[supplementary material] 

 

Domain2Vec: Domain Embedding for Unsupervised Domain Adaptation

[pdf] 

[supplementary material] 

 

Simulating Content Consistent Vehicle Datasets with Attribute Descent

[pdf] 

 

 

Multiview Detection with Feature Perspective Transformation

[pdf] 

[supplementary material] 

 

Learning Object Relation Graph and Tentative Policy for Visual Navigation

[pdf] 

[supplementary material] 

 

Adversarial Self-Supervised Learning for Semi-Supervised 3D Action Recognition

[pdf] 

 

 

Across Scales & Across Dimensions: Temporal Super-Resolution using Deep Internal Learning

[pdf] 

[supplementary material] 

 

Inducing Optimal Attribute Representations for Conditional GANs

[pdf] 

[supplementary material] 

 

AR-Net: Adaptive Frame Resolution for Efficient Action Recognition

[pdf] 

[supplementary material] 

 

Image-to-Voxel Model Translation for 3D Scene Reconstruction and Segmentation

[pdf] 

[supplementary material] 

 

Consistency Guided Scene Flow Estimation

[pdf] 

[supplementary material] 

 

Autoregressive Unsupervised Image Segmentation

[pdf] 

[supplementary material] 

 

Controllable Image Synthesis via SegVAE

[pdf] 

[supplementary material] 

 

Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search

[pdf] 

[supplementary material] 

 

Efficient Non-Line-of-Sight Imaging from Transient Sinograms

[pdf] 

[supplementary material] 

 

Texture Hallucination for Large-Factor Painting Super-Resolution

[pdf] 

[supplementary material] 

 

Learning Progressive Joint Propagation for Human Motion Prediction

[pdf] 

[supplementary material] 

 

Image Stitching and Rectification for Hand-Held Cameras

[pdf] 

[supplementary material] 

 

ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds

[pdf] 

[supplementary material] 

 

The Group Loss for Deep Metric Learning

[pdf] 

[supplementary material] 

 

Learning Object Depth from Camera Motion and Video Object Segmentation

[pdf] 

[supplementary material] 

 

OnlineAugment: Online Data Augmentation with Less Domain Knowledge

[pdf] 

[supplementary material] 

 

Learning Pairwise Inter-Plane Relations for Piecewise Planar Reconstruction

[pdf] 

[supplementary material] 

 

Intra-class Feature Variation Distillation for Semantic Segmentation

[pdf] 

 

 

Temporal Distinct Representation Learning for Action Recognition

[pdf] 

 

 

Representative Graph Neural Network

[pdf] 

[supplementary material] 

 

Deformation-Aware 3D Model Embedding and Retrieval

[pdf] 

[supplementary material] 

 

Atlas: End-to-End 3D Scene Reconstruction from Posed Images

[pdf] 

[supplementary material] 

 

Multiple Class Novelty Detection Under Data Distribution Shift

[pdf] 

[supplementary material] 

 

Colorization of Depth Map via Disentanglement

[pdf] 

[supplementary material] 

 

Beyond Controlled Environments: 3D Camera Re-Localization in Changing Indoor Scenes

[pdf] 

[supplementary material] 

 

GeoGraph: Graph-based multi-view object detection with geometric cues end-to-end

[pdf] 

 

 

Localizing the Common Action Among a Few Videos

[pdf] 

[supplementary material] 

 

TAFSSL: Task-Adaptive Feature Sub-Space Learning for few-shot classification

[pdf] 

[supplementary material] 

 

Traffic Accident Benchmark for Causality Recognition

[pdf] 

 

 

Face Anti-Spoofing with Human Material Perception

[pdf] 

[supplementary material] 

 

How Can I See My Future? FvTraj: Using First-person View for Pedestrian Trajectory Prediction

[pdf] 

 

 

Multiple Expert Brainstorming for Domain Adaptive Person Re-identification

[pdf] 

 

 

NASA Neural Articulated Shape Approximation

[pdf] 

[supplementary material] 

 

Towards Unique and Informative Captioning of Images

[pdf] 

[supplementary material] 

 

When Does Self-supervision Improve Few-shot Learning?

[pdf] 

[supplementary material] 

 

Two-branch Recurrent Network for Isolating Deepfakes in Videos

[pdf] 

 

 

Incremental Few-Shot Meta-Learning via Indirect Discriminant Alignment

[pdf] 

[supplementary material] 

 

BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models

[pdf] 

[supplementary material] 

 

Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation

[pdf] 

 

 

Global Distance-distributions Separation for Unsupervised Person Re-identification

[pdf] 

[supplementary material] 

 

I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image

[pdf] 

[supplementary material] 

 

Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose

[pdf] 

[supplementary material] 

 

ALRe: Outlier Detection for Guided Refinement

[pdf] 

 

 

Weakly-Supervised Crowd Counting Learns from Sorting rather than Locations

[pdf] 

 

 

Unsupervised Domain Attention Adaptation Network for Caricature Attribute Recognition

[pdf] 

[supplementary material] 

 

Many-shot from Low-shot: Learning to Annotate using Mixed Supervision for Object Detection

[pdf] 

[supplementary material] 

 

Curriculum DeepSDF

[pdf] 

 

 

Meshing Point Clouds with Predicted Intrinsic-Extrinsic Ratio Guidance

[pdf] 

[supplementary material] 

 

Improved Adversarial Training via Learned Optimizer

[pdf] 

[supplementary material] 

 

Component Divide-and-Conquer for Real-World Image Super-Resolution

[pdf] 

[supplementary material] 

 

Enabling Deep Residual Networks for Weakly Supervised Object Detection

[pdf] 

[supplementary material] 

 

Deep near-light photometric stereo for spatially varying reflectances

[pdf] 

[supplementary material] 

 

Learning Visual Representations with Caption Annotations

[pdf] 

[supplementary material] 

 

Solving Long-tailed Recognition with Deep Realistic Taxonomic Classifier

[pdf] 

[supplementary material] 

 

Regression of Instance Boundary by Aggregated CNN and GCN

[pdf] 

[supplementary material] 

 

Social Adaptive Module for Weakly-supervised Group Activity Recognition

[pdf] 

 

 

RGB-D Salient Object Detection with Cross-Modality Modulation and Selection

[pdf] 

[supplementary material] 

 

RetrieveGAN: Image Synthesis via Differentiable Patch Retrieval

[pdf] 

[supplementary material] 

 

Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection

[pdf] 

[supplementary material] 

 

Faster Person Re-Identification

[pdf] 

 

 

Quantization Guided JPEG Artifact Correction

[pdf] 

[supplementary material] 

 

3PointTM: Faster Measurement of High-Dimensional Transmission Matrices

[pdf] 

 

 

Joint Bilateral Learning for Real-time Universal Photorealistic Style Transfer

[pdf] 

[supplementary material] 

 

Beyond 3DMM Space: Towards Fine-grained 3D Face Reconstruction

[pdf] 

[supplementary material] 

 

World-Consistent Video-to-Video Synthesis

[pdf] 

[supplementary material] 

 

Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance Segmentation

[pdf] 

 

 

GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild

[pdf] 

[supplementary material] 

 

Event-based Asynchronous Sparse Convolutional Networks

[pdf] 

[supplementary material] 

 

AtlantaNet: Inferring the 3D Indoor Layout from a Single 360() Image beyond the Manhattan World Assumption

[pdf] 

[supplementary material] 

 

AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification

[pdf] 

[supplementary material] 

 

REMIND Your Neural Network to Prevent Catastrophic Forgetting

[pdf] 

[supplementary material] 

 

Image Classification in the Dark using Quanta Image Sensors

[pdf] 

[supplementary material] 

 

n-Reference Transfer Learning for Saliency Prediction

[pdf] 

[supplementary material] 

 

Progressively Guided Alternate Refinement Network for RGB-D Salient Object Detection

[pdf] 

[supplementary material] 

 

Bottom-Up Temporal Action Localization with Mutual Regularization

[pdf] 

[supplementary material] 

 

On Modulating the Gradient for Meta-Learning

[pdf] 

[supplementary material] 

 

Domain-Specific Mappings for Generative Adversarial Style Transfer

[pdf] 

[supplementary material] 

 

DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning

[pdf] 

 

 

DHP: Differentiable Meta Pruning via HyperNetworks

[pdf] 

[supplementary material] 

 

Deep Transferring Quantization

[pdf] 

[supplementary material] 

 

Deep Credible Metric Learning for Unsupervised Domain Adaptation Person Re-identification

[pdf] 

 

 

Temporal Coherence or Temporal Motion: Which is More Critical for Video-based Person Re-identification?

[pdf] 

 

 

Arbitrary-Oriented Object Detection with Circular Smooth Label

[pdf] 

[supplementary material] 

 

Learning Event-Driven Video Deblurring and Interpolation

[pdf] 

[supplementary material] 

 

Vectorizing World Buildings: Planar Graph Reconstruction by Primitive Detection and Relationship Inference

[pdf] 

[supplementary material] 

 

Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation

[pdf] 

[supplementary material] 

 

CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation

[pdf] 

[supplementary material] 

 

Prototype Mixture Models for Few-shot Semantic Segmentation

[pdf] 

[supplementary material] 

 

Webly Supervised Image Classification with Self-Contained Confidence

[pdf] 

[supplementary material] 

 

Search What You Want: Barrier Panelty NAS for Mixed Precision Quantization

[pdf] 

[supplementary material] 

 

Monocular 3D Object Detection via Feature Domain Adaptation

[pdf] 

[supplementary material] 

 

AUTO3D: Novel view synthesis through unsupervisely learned variational viewpoint and global 3D representation

[pdf] 

[supplementary material] 

 

VPN: Learning Video-Pose Embedding for Activities of Daily Living

[pdf] 

[supplementary material] 

 

Soft Anchor-Point Object Detection

[pdf] 

[supplementary material] 

 

Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid

[pdf] 

[supplementary material] 

 

Soft Expert Reward Learning for Vision-and-Language Navigation

[pdf] 

 

 

Part-aware Prototype Network for Few-shot Semantic Segmentation

[pdf] 

[supplementary material] 

 

Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization

[pdf] 

[supplementary material] 

 

Joint Learning of Social Groups, Individuals Action and Sub-group Activities in Videos

[pdf] 

[supplementary material] 

 

Whole-Body Human Pose Estimation in the Wild

[pdf] 

[supplementary material] 

 

Relative Pose Estimation of Calibrated Cameras with Known SE(3) Invariants

[pdf] 

[supplementary material] 

 

Sequential Convolution and Runge-Kutta Residual Architecture for Image Compressed Sensing

[pdf] 

[supplementary material] 

 

Deep Hough Transform for Semantic Line Detection

[pdf] 

[supplementary material] 

 

Structured Landmark Detection via Topology-Adapting Deep Graph Learning

[pdf] 

[supplementary material] 

 

3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning

[pdf] 

[supplementary material] 

 

Learning to Balance Specificity and Invariance for In and Out of Domain Generalization

[pdf] 

[supplementary material] 

 

Contrastive Learning for Unpaired Image-to-Image Translation

[pdf] 

[supplementary material] 

 

DLow: Diversifying Latent Flows for Diverse Human Motion Prediction

[pdf] 

[supplementary material] 

 

GRNet: Gridding Residual Network for Dense Point Cloud Completion

[pdf] 

[supplementary material] 

 

Gait Lateral Network: Learning Discriminative and Compact Representations for Gait Recognition

[pdf] 

 

 

Blind Face Restoration via Deep Multi-scale Component Dictionaries

[pdf] 

[supplementary material] 

 

Robust Neural Networks inspired by Strong Stability Preserving Runge-Kutta methods

[pdf] 

[supplementary material] 

 

Inequality-Constrained and Robust 3D Face Model Fitting

[pdf] 

[supplementary material] 

 

Gabor Layers Enhance Network Robustness

[pdf] 

[supplementary material] 

 

Conditional Image Repainting via Semantic Bridge and Piecewise Value Function

[pdf] 

[supplementary material] 

 

Learnable Cost Volume Using the Cayley Representation

[pdf] 

[supplementary material] 

 

HALO: Hardware-Aware Learning to Optimize

[pdf] 

[supplementary material] 

 

Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

[pdf] 

[supplementary material] 

 

BroadFace: Looking at Tens of Thousands of People at Once for Face Recognition

[pdf] 

 

 

Interpretable Visual Reasoning via Probabilistic Formulation under Natural Supervision

[pdf] 

[supplementary material] 

 

Domain Adaptive Semantic Segmentation Using Weak Labels

[pdf] 

[supplementary material] 

 

Knowledge Distillation Meets Self-Supervision

[pdf] 

[supplementary material] 

 

Efficient Neighbourhood Consensus Networks via Submanifold Sparse Convolutions

[pdf] 

[supplementary material] 

 

Reconstructing the Noise Variance Manifold for Image Denoising

[pdf] 

[supplementary material] 

 

Occlusion-Aware Depth Estimation with Adaptive Normal Constraints

[pdf] 

[supplementary material] 

 

VisualEchoes: Spatial Image Representation Learning through Echolocation

[pdf] 

[supplementary material] 

 

Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval

[pdf] 

[supplementary material] 

 

Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation

[pdf] 

[supplementary material] 

 

Spatially Aware Multimodal Transformers for TextVQA

[pdf] 

[supplementary material] 

 

Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector

[pdf] 

[supplementary material] 

 

URIE: Universal Image Enhancement for Visual Recognition in the Wild

[pdf] 

[supplementary material] 

 

Pyramid Multi-view Stereo Net with Self-adaptive View Aggregation

[pdf] 

[supplementary material] 

 

SPL-MLL: Selecting Predictable Landmarks for Multi-Label Learning

[pdf] 

 

 

Unpaired Image-to-Image Translation using Adversarial Consistency Loss

[pdf] 

[supplementary material] 

 

Discriminability Distillation in Group Representation Learning

[pdf] 

[supplementary material] 

 

Monocular Expressive Body Regression through Body-Driven Attention

[pdf] 

[supplementary material] 

 

Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation

[pdf] 

[supplementary material] 

 

Linguistic Structure Guided Context Modeling for Referring Image Segmentation

[pdf] 

[supplementary material] 

 

Federated Visual Classification with Real-World Data Distribution

[pdf] 

[supplementary material] 

 

Robust Re-Identification by Multiple Views Knowledge Distillation

[pdf] 

[supplementary material] 

 

Defocus Deblurring Using Dual-Pixel Data

[pdf] 

[supplementary material] 

 

RhyRNN: Rhythmic RNN for Recognizing Events in Long and Complex Videos

[pdf] 

 

 

Take an Emotion Walk: Perceiving Emotions from Gaits Using Hierarchical Attention Pooling and Affective Mapping

[pdf] 

[supplementary material] 

 

Weighing Counts: Sequential Crowd Counting by Reinforcement Learning

[pdf] 

[supplementary material] 

 

Reflection Backdoor: A Natural Backdoor Attack on Deep Neural Networks

[pdf] 

[supplementary material] 

 

Learning to Learn with Variational Information Bottleneck for Domain Generalization

[pdf] 

[supplementary material] 

 

Deep Positional and Relational Feature Learning for Rotation-Invariant Point Cloud Analysis

[pdf] 

[supplementary material] 

 

Thanks for Nothing: Predicting Zero-Valued Activations with Lightweight Convolutional Neural Networks

[pdf] 

[supplementary material] 

 

Layered Neighborhood Expansion for Incremental Multiple Graph Matching

[pdf] 

 

 

SCAN: Learning to Classify Images without Labels

[pdf] 

[supplementary material] 

 

Graph convolutional networks for learning with few clean and many noisy labels

[pdf] 

[supplementary material] 

 

Object-and-Action Aware Model for Visual Language Navigation

[pdf] 

 

 

A Comprehensive Study of Weight Sharing in Graph Networks for 3D Human Pose Estimation

[pdf] 

[supplementary material] 

 

MuCAN: Multi-Correspondence Aggregation Network for Video Super-Resolution

[pdf] 

[supplementary material] 

 

Efficient Semantic Video Segmentation with Per-frame Inference

[pdf] 

[supplementary material] 

 

Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers

[pdf] 

[supplementary material] 

 

Deep Spiking Neural Network: Energy Efficiency Through Time based Coding

[pdf] 

 

 

InfoFocus: 3D Object Detection for Autonomous Driving with Dynamic Information Modeling

[pdf] 

[supplementary material] 

 

Utilizing Patch-level Category Activation Patterns for Multiple Class Novelty Detection

[pdf] 

[supplementary material] 

 

People as Scene Probes

[pdf] 

[supplementary material] 

 

Mapping in a Cycle: Sinkhorn Regularized Unsupervised Learning for Point Cloud Shapes

[pdf] 

[supplementary material] 

 

Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions

[pdf] 

[supplementary material] 

 

TexMesh: Reconstructing Detailed Human Texture and Geometry from RGB-D Video

[pdf] 

[supplementary material] 

 

Consistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Cost

[pdf] 

[supplementary material] 

 

Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation

[pdf] 

 

 

Modeling 3D Shapes by Reinforcement Learning

[pdf] 

[supplementary material] 

 

LST-Net: Learning a Convolutional Neural Network with a Learnable Sparse Transform

[pdf] 

[supplementary material] 

 

Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision

[pdf] 

[supplementary material] 

 

CN: Channel Normalization For Point Cloud Recognition

[pdf] 

 

 

Rethinking the Defocus Blur Detection Problem and A Real-Time Deep DBD Model

[pdf] 

 

 

AutoMix: Mixup Networks for Sample Interpolation via Cooperative Barycenter Learning

[pdf] 

 

 

Scene Text Image Super-resolution in the wild

[pdf] 

[supplementary material] 

 

Coupling Explicit and Implicit Surface Representations for Generative 3D Modeling

[pdf] 

[supplementary material] 

 

Learning Disentangled Representations with Latent Variation Predictability

[pdf] 

[supplementary material] 

 

Deep Space-Time Video Upsampling Networks

[pdf] 

[supplementary material] 

 

Large-Scale Few-Shot Learning via Multi-Modal Knowledge Discovery

[pdf] 

[supplementary material] 

 

Fast Video Object Segmentation using the Global Context Module

[pdf] 

[supplementary material] 

 

Uncertainty-Aware Weakly Supervised Action Detection from Untrimmed Videos

[pdf] 

[supplementary material] 

 

Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification

[pdf] 

[supplementary material] 

 

MessyTable: Instance Association in Multiple Camera Views

[pdf] 

[supplementary material] 

 

A Unified Framework for Shot Type Classification Based on Subject Centric Lens

[pdf] 

[supplementary material] 

 

BSL-1K: Scaling up co-articulated sign language recognition using mouthing cues

[pdf] 

[supplementary material] 

 

HTML: A Parametric Hand Texture Model for 3D Hand Reconstruction and Personalization

[pdf] 

[supplementary material] 

 

CycAs: Self-supervised Cycle Association for Learning Re-identifiable Descriptions

[pdf] 

 

 

Open-Edit: Open-Domain Image Manipulation with Open-Vocabulary Instructions

[pdf] 

 

 

Towards Real-Time Multi-Object Tracking

[pdf] 

 

 

A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation

[pdf] 

 

 

Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering Loss

[pdf] 

[supplementary material] 

 

STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos

[pdf] 

[supplementary material] 

 

Hierarchical Style-based Networks for Motion Synthesis

[pdf] 

[supplementary material] 

 

Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop

[pdf] 

[supplementary material] 

 

Learning to Count in the Crowd from Limited Labeled Data

[pdf] 

[supplementary material] 

 

SPOT: Selective Point Cloud Voting for Better Proposal in Point Cloud Object Detection

[pdf] 

 

 

Explainable Face Recognition

[pdf] 

[supplementary material] 

 

From Shadow Segmentation to Shadow Removal

[pdf] 

[supplementary material] 

 

Diverse and Admissible Trajectory Prediction through Multimodal Context Understanding

[pdf] 

[supplementary material] 

 

CONFIG: Controllable Neural Face Image Generation

[pdf] 

[supplementary material] 

 

Single View Metrology in the Wild

[pdf] 

[supplementary material] 

 

Procedure Planning in Instructional Videos

[pdf] 

[supplementary material] 

 

Funnel Activation for Visual Recognition

[pdf] 

 

 

GIQA: Generated Image Quality Assessment

[pdf] 

 

 

Adversarial Continual Learning

[pdf] 

[supplementary material] 

 

Adapting Object Detectors with Conditional Domain Normalization

[pdf] 

[supplementary material] 

 

HARD-Net: Hardness-AwaRe Discrimination Network for 3D Early Activity Prediction

[pdf] 

 

 

Pseudo RGB-D for Self-Improving Monocular SLAM and Depth Prediction

[pdf] 

[supplementary material] 

 

Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting

[pdf] 

[supplementary material] 

 

Self-supervised Bayesian Deep Learning for Image Recovery with Applications to Compressive Sensing

[pdf] 

[supplementary material] 

 

Graph-PCNN: Two Stage Human Pose Estimation with Graph Pose Refinement

[pdf] 

 

 

Semi-supervised Learning with a Teacher-student Network for Generalized Attribute Prediction

[pdf] 

[supplementary material] 

 

Unsupervised Domain Adaptation with Noise Resistible Mutual-Training for Person Re-identification

[pdf] 

 

 

DPDist: Comparing Point Clouds Using Deep Point Cloud Distance

[pdf] 

[supplementary material] 

 

Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation

[pdf] 

 

 

DataMix: Efficient Privacy-Preserving Edge-Cloud Inference

[pdf] 

[supplementary material] 

 

Neural Re-Rendering of Humans from a Single Image

[pdf] 

[supplementary material] 

 

Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation

[pdf] 

[supplementary material] 

 

PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration

[pdf] 

 

 

Why do These Match? Explaining the Behavior of Image Similarity Models

[pdf] 

[supplementary material] 

 

CooGAN: A Memory-Efficient Framework for High-Resolution Facial Attribute Editing

[pdf] 

[supplementary material] 

 

Progressive Transformers for End-to-End Sign Language Production

[pdf] 

[supplementary material] 

 

Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting

[pdf] 

[supplementary material] 

 

Making Affine Correspondences Work in Camera Geometry Computation

[pdf] 

[supplementary material] 

 

Sub-center ArcFace: Boosting Face Recognition by Large-scale Noisy Web Faces

[pdf] 

[supplementary material] 

 

Foley Music: Learning to Generate Music from Videos

[pdf] 

[supplementary material] 

 

Contrastive Multiview Coding

[pdf] 

[supplementary material] 

 

Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses

[pdf] 

[supplementary material] 

 

Generative Low-bitwidth Data Free Quantization

[pdf] 

[supplementary material] 

 

Local Correlation Consistency for Knowledge Distillation

[pdf] 

[supplementary material] 

 

Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the Wild

[pdf] 

[supplementary material] 

 

Sep-Stereo: Visually Guided Stereophonic Audio Generation by Associating Source Separation

[pdf] 

[supplementary material] 

 

CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich Annotations

[pdf] 

[supplementary material] 

 

Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware Clues

[pdf] 

 

 

Weakly-Supervised Cell Tracking via Backward-and-Forward Propagation

[pdf] 

[supplementary material] 

 

SeqHAND: RGB-Sequence-Based 3D Hand Pose and Shape Estimation

[pdf] 

[supplementary material] 

 

Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization

[pdf] 

[supplementary material] 

 

AMLN: Adversarial-based Mutual Learning Network for Online Knowledge Distillation

[pdf] 

 

 

Online Multi-modal Person Search in Videos

[pdf] 

 

 

Single Image Super-Resolution via a Holistic Attention Network

[pdf] 

[supplementary material] 

 

Can You Read Me Now? Content Aware Rectification using Angle Supervision

[pdf] 

[supplementary material] 

 

Momentum Batch Normalization for Deep Learning with Small Batch Size

[pdf] 

[supplementary material] 

 

AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds

[pdf] 

[supplementary material] 

 

Edge-aware Graph Representation Learning and Reasoning for Face Parsing

[pdf] 

 

 

BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network

[pdf] 

[supplementary material] 

 

G-LBM:Generative Low-dimensional Background Model Estimation from Video Sequences

[pdf] 

[supplementary material] 

 

H3DNet: 3D Object Detection Using Hybrid Geometric Primitives

[pdf] 

[supplementary material] 

 

Expressive Telepresence via Modular Codec Avatars

[pdf] 

[supplementary material] 

 

Cascade Graph Neural Networks for RGB-D Salient Object Detection

[pdf] 

 

 

FairALM: Augmented Lagrangian Method for Training Fair Models with Little Regret

[pdf] 

[supplementary material] 

 

Generating Videos of Zero-Shot Compositions of Actions and Objects

[pdf] 

[supplementary material] 

 

ViTAA: Visual-Textual Attributes Alignment in Person Search by Natural Language

[pdf] 

[supplementary material] 

 

Renovating Parsing R-CNN for Accurate Multiple Human Parsing

[pdf] 

 

 

Multi-Task Curriculum Framework for Open-Set Semi-Supervised Learning

[pdf] 

 

 

Gradient-Induced Co-Saliency Detection

[pdf] 

[supplementary material] 

 

Nighttime Defogging Using High-Low Frequency Decomposition and Grayscale-Color Networks

[pdf] 

 

 

SegFix: Model-Agnostic Boundary Refinement for Segmentation

[pdf] 

[supplementary material] 

 

Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction

[pdf] 

[supplementary material] 

 

Fast Bi-layer Neural Synthesis of One-Shot Realistic Head Avatars

[pdf] 

[supplementary material] 

 

Neural Geometric Parser for Single Image Camera Calibration

[pdf] 

[supplementary material] 

 

Learning Flow-based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision

[pdf] 

[supplementary material] 

 

Learning Architectures for Binary Networks

[pdf] 

[supplementary material] 

 

Semantic View Synthesis

[pdf] 

[supplementary material] 

 

An Analysis of Sketched IRLS for Accelerated Sparse Residual Regression

[pdf] 

 

 

Relative Pose from Deep Learned Depth and a Single Affine Correspondence

[pdf] 

[supplementary material] 

 

Video Super-Resolution with Recurrent Structure-Detail Network

[pdf] 

 

 

Shape Adaptor: A Learnable Resizing Module

[pdf] 

[supplementary material] 

 

Shuffle and Attend: Video Domain Adaptation

[pdf] 

[supplementary material] 

 

DRG: Dual Relation Graph for Human-Object Interaction Detection

[pdf] 

[supplementary material] 

 

Flow-edge Guided Video Completion

[pdf] 

[supplementary material] 

 

End-to-End Trainable Deep Active Contour Models for Automated Image Segmentation: Delineating Buildings in Aerial Imagery

[pdf] 

[supplementary material] 

 

Towards End-to-end Video-based Eye-Tracking

[pdf] 

[supplementary material] 

 

Generating Handwriting via Decoupled Style Descriptors

[pdf] 

[supplementary material] 

 

LEED: Label-Free Expression Editing via Disentanglement

[pdf] 

[supplementary material] 

 

Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards

[pdf] 

[supplementary material] 

 

Reducing Language Biases in Visual Question Answering with Visually-Grounded Question Encoder

[pdf] 

[supplementary material] 

 

Unsupervised Cross-Modal Alignment for Multi-Person 3D Pose Estimation

[pdf] 

[supplementary material] 

 

Class-Incremental Domain Adaptation

[pdf] 

[supplementary material] 

 

Anti-Bandit Neural Architecture Search for Model Defense

[pdf] 

 

 

Wavelet-Based Dual-Branch Network for Image Demoiréing

[pdf] 

[supplementary material] 

 

Low Light Video Enhancement using Synthetic Data Produced with an Intermediate Domain Mapping

[pdf] 

[supplementary material] 

 

Non-Local Spatial Propagation Network for Depth Completion

[pdf] 

[supplementary material] 

 

DanbooRegion: An Illustration Region Dataset

[pdf] 

[supplementary material] 

 

Event Enhanced High-Quality Image Recovery

[pdf] 

[supplementary material] 

 

PackDet: Packed Long-Head Object Detector

[pdf] 

[supplementary material] 

 

A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NAS

[pdf] 

[supplementary material] 

 

Learning Semantic Neural Tree for Human Parsing

[pdf] 

[supplementary material] 

 

Sketching Image Gist: Human-Mimetic Hierarchical Scene Graph Generation

[pdf] 

[supplementary material] 

 

Burst Denoising via Temporally Shifted Wavelet Transforms

[pdf] 

[supplementary material] 

 

JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans

[pdf] 

 

 

SimAug: Learning Robust Representations from Simulation for Trajectory Prediction

[pdf] 

[supplementary material] 

 

ScribbleBox: Interactive Annotation Framework for Video Object Segmentation

[pdf] 

[supplementary material] 

 

Rethinking Pseudo-LiDAR Representation

[pdf] 

[supplementary material] 

 

Deep Multi Depth Panoramas for View Synthesis

[pdf] 

[supplementary material] 

 

MINI-Net: Multiple Instance Ranking Network for Video Highlight Detection

[pdf] 

[supplementary material] 

 

ContactPose: A Dataset of Grasps with Object Contact and Hand Pose

[pdf] 

[supplementary material] 

 

API-Net: Robust Generative Classifier via a Single Discriminator

[pdf] 

[supplementary material] 

 

Bias-based Universal Adversarial Patch Attack for Automatic Check-out

[pdf] 

[supplementary material] 

 

Imbalanced Continual Learning with Partitioning Reservoir Sampling

[pdf] 

[supplementary material] 

 

Guided Collaborative Training for Pixel-wise Semi-Supervised Learning

[pdf] 

[supplementary material] 

 

Stacking Networks Dynamically for Image Restoration Based on the Plug-and-Play Framework

[pdf] 

[supplementary material] 

 

Efficient Transfer Learning via Joint Adaptation of Network Architecture and Weight

[pdf] 

 

 

Spatial Attention Pyramid Network for Unsupervised Domain Adaptation

[pdf] 

[supplementary material] 

 

GSIR: Generalizable 3D Shape Interpretation and Reconstruction

[pdf] 

 

 

Weakly Supervised 3D Object Detection from Lidar Point Cloud

[pdf] 

[supplementary material] 

 

Two-phase Pseudo Label Densification for Self-training based Domain Adaptation

[pdf] 

[supplementary material] 

 

Adaptive Offline Quintuplet Loss for Image-Text Matching

[pdf] 

[supplementary material] 

 

Learning Object Placement by Inpainting for Compositional Data Augmentation

[pdf] 

[supplementary material] 

 

Deep Vectorization of Technical Drawings

[pdf] 

[supplementary material] 

 

CAD-Deform: Deformable Fitting of CAD Models to 3D Scans

[pdf] 

[supplementary material] 

 

An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices

[pdf] 

 

 

AutoTrajectory: Label-free Trajectory Extraction and Prediction from Videos using Dynamic Points

[pdf] 

[supplementary material] 

 

Multi-Agent Embodied Question Answering in Interactive Environments

[pdf] 

 

 

Conditional Sequential Modulation for Efficient Global Image Retouching

[pdf] 

[supplementary material] 

 

Segmenting Transparent Objects in the Wild

[pdf] 

[supplementary material] 

 

Length-Controllable Image Captioning

[pdf] 

[supplementary material] 

 

Few-Shot Semantic Segmentation with Democratic Attention Networks

[pdf] 

[supplementary material] 

 

Defocus Blur Detection via Depth Distillation

[pdf] 

[supplementary material] 

 

Motion Guided 3D Pose Estimation from Videos

[pdf] 

[supplementary material] 

 

Reflection Separation via Multi-bounce Polarization State Tracing

[pdf] 

[supplementary material] 

 

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation

[pdf] 

 

 

SemanticAdv: Generating Adversarial Examples via Attribute-conditioned Image Editing

[pdf] 

[supplementary material] 

 

Learning with Noisy Class Labels for Instance Segmentation

[pdf] 

 

 

Deep Image Clustering with Category-Style Representation

[pdf] 

[supplementary material] 

 

Self-supervised Motion Representation via Scattering Local Motion Cues

[pdf] 

 

 

Improving Monocular Depth Estimation by Leveraging Structural Awareness and Complementary Datasets

[pdf] 

[supplementary material] 

 

BMBC: Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation

[pdf] 

[supplementary material] 

 

Hard negative examples are hard, but useful

[pdf] 

[supplementary material] 

 

ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions

[pdf] 

 

 

Video Object Detection via Object-level Temporal Aggregation

[pdf] 

[supplementary material] 

 

Object Detection with a Unified Label Space from Multiple Datasets

[pdf] 

[supplementary material] 

 

Lift, Splat, Shoot: Encoding Images from Arbitrary Camera Rigs by Implicitly Unprojecting to 3D

[pdf] 

[supplementary material] 

 

Comprehensive Image Captioning via Scene Graph Decomposition

[pdf] 

 

 

Symbiotic Adversarial Learning for Attribute-based Person Search

[pdf] 

[supplementary material] 

 

Amplifying Key Cues for Human-Object-Interaction Detection

[pdf] 

[supplementary material] 

 

Rethinking Few-shot Image Classification: A Good Embedding is All You Need?

[pdf] 

[supplementary material] 

 

Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization

[pdf] 

[supplementary material] 

 

Action Localization through Continual Predictive Learning

[pdf] 

[supplementary material] 

 

Generative View-Correlation Adaptation for Semi-Supervised Multi-View Learning

[pdf] 

 

 

READ: Reciprocal Attention Discriminator for Image-to-Video Re-Identification

[pdf] 

[supplementary material] 

 

3D Human Shape Reconstruction from a Polarization Image

[pdf] 

[supplementary material] 

 

The Devil is in the Details: Self-Supervised Attention for Vehicle Re-Identification

[pdf] 

 

 

Improving One-stage Visual Grounding by Recursive Sub-query Construction

[pdf] 

[supplementary material] 

 

Multi-level Wavelet-based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video

[pdf] 

[supplementary material] 

 

Example-Guided Image Synthesis using Masked Spatial-Channel Attention and Self-Supervision

[pdf] 

[supplementary material] 

 

Content-Consistent Matching for Domain Adaptive Semantic Segmentation

[pdf] 

 

 

AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text Spotting

[pdf] 

[supplementary material] 

 

History Repeats Itself: Human Motion Prediction via Motion Attention

[pdf] 

[supplementary material] 

 

Unsupervised Video Object Segmentation with Joint Hotspot Tracking

[pdf] 

[supplementary material] 

 

SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach

[pdf] 

[supplementary material] 

 

CAFE-GAN: Arbitrary Face Attribute Editing with Complementary Attention Feature

[pdf] 

[supplementary material] 

 

MimicDet: Bridging the Gap Between One-Stage and Two-Stage Object Detection

[pdf] 

 

 

Latent Topic-aware Multi-Label Classification

[pdf] 

 

 

Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning

[pdf] 

 

 

Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation

[pdf] 

[supplementary material] 

 

Curriculum Manager for Source Selection in Multi-Source Domain Adaptation

[pdf] 

 

 

Powering One-shot Topological NAS with Stabilized Share-parameter Proxy

[pdf] 

 

 

Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation

[pdf] 

[supplementary material] 

 

Boundary-preserving Mask R-CNN

[pdf] 

 

 

Self-supervised Single-view 3D Reconstruction via Semantic Consistency

[pdf] 

[supplementary material] 

 

MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation

[pdf] 

[supplementary material] 

 

Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling

[pdf] 

[supplementary material] 

 

The Devil is in Classification: A Simple Framework for Long-tail Instance Segmentation

[pdf] 

[supplementary material] 

 

What is Learned in Deep Uncalibrated Photometric Stereo?

[pdf] 

[supplementary material] 

 

Prior-based Domain Adaptive Object Detection for Hazy and Rainy Conditions

[pdf] 

[supplementary material] 

 

Adversarial Ranking Attack and Defense

[pdf] 

[supplementary material] 

 

ReDro: Efficiently Learning Large-sized SPD Visual Representation

[pdf] 

[supplementary material] 

 

Graph-Based Social Relation Reasoning

[pdf] 

[supplementary material] 

 

EPNet: Enhancing Point Features with Image Semantics for 3D Object Detection

[pdf] 

[supplementary material] 

 

Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency

[pdf] 

[supplementary material] 

 

Asynchronous Interaction Aggregation for Action Detection

[pdf] 

[supplementary material] 

 

Shape and Viewpoint without Keypoints

[pdf] 

[supplementary material] 

 

Learning Attentive and Hierarchical Representations for 3D Shape Recognition

[pdf] 

 

 

TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search

[pdf] 

[supplementary material] 

 

Associative3D: Volumetric Reconstruction from Sparse Views

[pdf] 

 

 

PlugNet: Degradation Aware Scene Text Recognition Supervised by a Pluggable Super-Resolution Unit

[pdf] 

[supplementary material] 

 

Memory Selection Network for Video Propagation

[pdf] 

[supplementary material] 

 

Disentangled Non-local Neural Networks

[pdf] 

[supplementary material] 

 

URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark

[pdf] 

[supplementary material] 

 

Generalizing Person Re-Identification by Camera-Aware Invariance Learning and Cross-Domain Mixup

[pdf] 

[supplementary material] 

 

Semi-Supervised Crowd Counting via Self-Training on Surrogate Tasks

[pdf] 

[supplementary material] 

 

Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training

[pdf] 

[supplementary material] 

 

Boosting Decision-based Black-box Adversarial Attacks with Random Sign Flip

[pdf] 

[supplementary material] 

 

Knowledge Transfer via Dense Cross-Layer Mutual-Distillation

[pdf] 

[supplementary material] 

 

Matching Guided Distillation

[pdf] 

[supplementary material] 

 

Clustering Driven Deep Autoencoder for Video Anomaly Detection

[pdf] 

 

 

Learning to Compose Hypercolumns for Visual Correspondence

[pdf] 

[supplementary material] 

 

Stochastic Bundle Adjustment for Efficient and Scalable 3D Reconstruction

[pdf] 

[supplementary material] 

 

Object-based Illumination Estimation with Rendering-aware Neural Networks

[pdf] 

[supplementary material] 

 

Progressive Point Cloud Deconvolution Generation Network

[pdf] 

[supplementary material] 

 

SSCGAN: Facial Attribute Editing via Style Skip Connections

[pdf] 

 

 

Negative Pseudo Labeling using Class Proportion for Semantic Segmentation in Pathology

[pdf] 

 

 

Learn to Propagate Reliably on Noisy Affinity Graphs

[pdf] 

[supplementary material] 

 

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search

[pdf] 

[supplementary material] 

 

TANet: Towards Fully Automatic Tooth Arrangement

[pdf] 

[supplementary material] 

 

UnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection

[pdf] 

[supplementary material] 

 

GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision

[pdf] 

[supplementary material] 

 

Resolution Switchable Networks for Runtime Efficient Image Recognition

[pdf] 

[supplementary material] 

 

SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation

[pdf] 

[supplementary material] 

 

Learning to Detect Open Classes for Universal Domain Adaptation

[pdf] 

[supplementary material] 

 

Visual Compositional Learning for Human-Object Interaction Detection

[pdf] 

[supplementary material] 

 

Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches

[pdf] 

[supplementary material] 

 

Rethinking Class Activation Mapping for Weakly Supervised Object Localization

[pdf] 

[supplementary material] 

 

OS2D: One-Stage One-Shot Object Detection by Matching Anchor Features

[pdf] 

[supplementary material] 

 

Interpretable Neural Network Decoupling

[pdf] 

[supplementary material] 

 

Omni-sourced Webly-supervised Learning for Video Recognition

[pdf] 

[supplementary material] 

 

CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending

[pdf] 

[supplementary material] 

 

Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation

[pdf] 

[supplementary material] 

 

Estimating People Flows to Better Count Them in Crowded Scenes

[pdf] 

[supplementary material] 

 

Generate to Adapt: Resolution Adaption Network for Surveillance Face Recognition

[pdf] 

[supplementary material] 

 

Learning Feature Embeddings for Discriminant Model based Tracking

[pdf] 

[supplementary material] 

 

WeightNet: Revisiting the Design Space of Weight Networks

[pdf] 

 

 

Partially-Shared Variational Auto-encoders for Unsupervised Domain Adaptation with Target Shift

[pdf] 

[supplementary material] 

 

Learning Where to Focus for Efficient Video Object Detection

[pdf] 

[supplementary material] 

 

Learning Object Permanence from Video

[pdf] 

[supplementary material] 

 

Adaptive Text Recognition through Visual Matching

[pdf] 

[supplementary material] 

 

Actions as Moving Points

[pdf] 

[supplementary material] 

 

Learning to Exploit Multiple Vision Modalities by Using Grafted Networks

[pdf] 

[supplementary material] 

 

Geometric Correspondence Fields: Learned Differentiable Rendering for 3D Pose Refinement in the Wild

[pdf] 

[supplementary material] 

 

3D Fluid Flow Reconstruction Using Compact Light Field PIV

[pdf] 

[supplementary material] 

 

Contextual Diversity for Active Learning

[pdf] 

[supplementary material] 

 

Temporal Aggregate Representations for Long-Range Video Understanding

[pdf] 

[supplementary material] 

 

Stochastic Fine-grained Labeling of Multi-state Sign Glosses for Continuous Sign Language Recognition

[pdf] 

[supplementary material] 

 

General 3D Room Layout from a Single View by Render-and-Compare

[pdf] 

[supplementary material] 

 

Neural Dense Non-Rigid Structure from Motion with Latent Space Constraints

[pdf] 

[supplementary material] 

 

Multimodal Memorability: Modeling Effects of Semantics and Decay on Video Memorability

[pdf] 

[supplementary material] 

 

Yet Another Intermediate-Level Attack

[pdf] 

 

 

Topology-Change-Aware Volumetric Fusion for Dynamic Scene Reconstruction

[pdf] 

[supplementary material] 

 

Early Exit Or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images

[pdf] 

[supplementary material] 

 

PatchNets: Patch-Based Generalizable Deep Implicit 3D Shape Representations

[pdf] 

[supplementary material] 

 

How does Lipschitz Regularization Influence GAN Training?

[pdf] 

[supplementary material] 

 

Infrastructure-based Multi-Camera Calibration using Radial Projections

[pdf] 

[supplementary material] 

 

MotionSqueeze: Neural Motion Feature Learning for Video Understanding

[pdf] 

[supplementary material] 

 

Polarized Optical-Flow Gyroscope

[pdf] 

[supplementary material] 

 

Online Meta-Learning for Multi-Source and Semi-Supervised Domain Adaptation

[pdf] 

[supplementary material] 

 

An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning

[pdf] 

[supplementary material] 

 

On the Effectiveness of Image Rotation for Open Set Domain Adaptation

[pdf] 

[supplementary material] 

 

Combining Task Predictors via Enhancing Joint Predictability

[pdf] 

[supplementary material] 

 

Multi-Scale Positive Sample Refinement for Few-Shot Object Detection

[pdf] 

[supplementary material] 

 

Single-Image Depth Prediction Makes Feature Matching Easier

[pdf] 

[supplementary material] 

 

Deep Reinforced Attention Learning for Quality-Aware Visual Recognition

[pdf] 

[supplementary material] 

 

CFAD: Coarse-to-Fine Action Detector for Spatiotemporal Action Localization

[pdf] 

[supplementary material] 

 

Learning Joint Spatial-Temporal Transformations for Video Inpainting

[pdf] 

[supplementary material] 

 

Single Path One-Shot Neural Architecture Search with Uniform Sampling

[pdf] 

[supplementary material] 

 

Learning to Generate Novel Domains for Domain Generalization

[pdf] 

[supplementary material] 

 

Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections

[pdf] 

[supplementary material] 

 

Impact of base dataset design on few-shot image classification

[pdf] 

[supplementary material] 

 

Invertible Zero-Shot Recognition Flows

[pdf] 

[supplementary material] 

 

GeoLayout: Geometry Driven Room Layout Estimation Based on Depth Maps of Planes

[pdf] 

[supplementary material] 

 

Location Sensitive Image Retrieval and Tagging

[pdf] 

[supplementary material] 

 

Joint 3D Layout and Depth Prediction from a Single Indoor Panorama Image

[pdf] 

[supplementary material] 

 

Guessing State Tracking for Visual Dialogue

[pdf] 

 

 

Memory-Efficient Incremental Learning Through Feature Adaptation

[pdf] 

[supplementary material] 

 

Neural Voice Puppetry: Audio-driven Facial Reenactment

[pdf] 

[supplementary material] 

 

One-Shot Unsupervised Cross-Domain Detection

[pdf] 

[supplementary material] 

 

Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks

[pdf] 

[supplementary material] 

 

Probabilistic Future Prediction for Video Scene Understanding

[pdf] 

[supplementary material] 

 

Suppressing Mislabeled Data via Grouping and Self-Attention

[pdf] 

 

 

Class-wise Dynamic Graph Convolution for Semantic Segmentation

[pdf] 

[supplementary material] 

 

Character-Preserving Coherent Story Visualization

[pdf] 

[supplementary material] 

 

GINet: Graph Interaction Network for Scene Parsing

[pdf] 

[supplementary material] 

 

Tensor Low-Rank Reconstruction for Semantic Segmentation

[pdf] 

[supplementary material] 

 

Attentive Normalization

[pdf] 

[supplementary material] 

 

Count- and Similarity-aware R-CNN for Pedestrian Detection

[pdf] 

[supplementary material] 

 

TRADI: Tracking Deep Neural network Weight Distributions

[pdf] 

[supplementary material] 

 

Spatiotemporal Attacks for Embodied Agents

[pdf] 

[supplementary material] 

 

Caption-Supervised Face Recognition: Training a State-of-the-Art Face Model without Manual Annotation

[pdf] 

 

 

Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild

[pdf] 

[supplementary material] 

 

Design and Interpretation of Universal Adversarial Patches in Face Detection

[pdf] 

[supplementary material] 

 

Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild

[pdf] 

[supplementary material] 

 

Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints

[pdf] 

[supplementary material] 

 

Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-Identification

[pdf] 

 

 

Contextual Heterogeneous Graph Network for Human-Object Interaction Detection

[pdf] 

[supplementary material] 

 

Zero-Shot Image Super-Resolution with Depth Guided Internal Degradation Learning

[pdf] 

[supplementary material] 

 

A Closest Point Proposal for MCMC-based Probabilistic Surface Registration

[pdf] 

 

 

Interactive Video Object Segmentation Using Global and Local Transfer Modules

[pdf] 

[supplementary material] 

 

End-to-end Interpretable Learning of Non-blind Image Deblurring

[pdf] 

[supplementary material] 

 

Employing Multi-Estimations for Weakly-Supervised Semantic Segmentation

[pdf] 

 

 

Learning Noise-Aware Encoder-Decoder from Noisy Labels by Alternating Back-Propagation for Saliency Detection

[pdf] 

[supplementary material] 

 

Rethinking Image Deraining via Rain Streaks and Vapors

[pdf] 

[supplementary material] 

 

Finding Non-Uniform Quantization Schemes using Multi-Task Gaussian Processes

[pdf] 

 

 

Is Sharing of Egocentric Video Giving Away Your Biometric Signature?

[pdf] 

[supplementary material] 

 

Captioning Images Taken by People Who Are Blind

[pdf] 

[supplementary material] 

 

Improving Semantic Segmentation via Decoupled Body and Edge Supervision

[pdf] 

[supplementary material] 

 

Conditional Entropy Coding for Efficient Video Compression

[pdf] 

[supplementary material] 

 

Differentiable Feature Aggregation Search for Knowledge Distillation

[pdf] 

 

 

Attention Guided Anomaly Localization in Images

[pdf] 

[supplementary material] 

 

Self-supervised Video Representation Learning by Pace Prediction

[pdf] 

[supplementary material] 

 

Full-Body Awareness from Partial Observations

[pdf] 

[supplementary material] 

 

Reinforced Axial Refinement Network for Monocular 3D Object Detection

[pdf] 

 

 

Self-Supervised Multi-Task Procedure Learning from Instructional Videos

[pdf] 

[supplementary material] 

 

CosyPose: Consistent multi-view multi-object 6D pose estimation

[pdf] 

[supplementary material] 

 

In-Domain GAN Inversion for Real Image Editing

[pdf] 

[supplementary material] 

 

Key Frame Proposal Network for Efficient Pose Estimation in Videos

[pdf] 

[supplementary material] 

 

Exchangeable Deep Neural Networks for Set-to-Set Matching and Learning

[pdf] 

[supplementary material] 

 

Making Sense of CNNs: Interpreting Deep Representations & Their Invariances with INNs

[pdf] 

[supplementary material] 

 

Cross-Modal Weighting Network for RGB-D Salient Object Detection

[pdf] 

 

 

Open-set Adversarial Defense

[pdf] 

[supplementary material] 

 

Deep Image Compression using Decoder Side Information

[pdf] 

[supplementary material] 

 

Meta-Sim2: Unsupervised Learning of Scene Structure for Synthetic Data Generation

[pdf] 

[supplementary material] 

 

A Generic Visualization Approach for Convolutional Neural Networks

[pdf] 

[supplementary material] 

 

Interactive Annotation of 3D Object Geometry using 2D Scribbles

[pdf] 

[supplementary material] 

 

Hierarchical Kinematic Human Mesh Recovery

[pdf] 

[supplementary material] 

 

Multi-Loss Rebalancing Algorithm for Monocular Depth Estimation

[pdf] 

[supplementary material] 

 

3D Bird Reconstruction: a Dataset, Model, and Shape Recovery from a Single View

[pdf] 

[supplementary material] 

 

We Have So Much In Common: Modeling Semantic Relational Set Abstractions in Videos

[pdf] 

[supplementary material] 

 

Joint Optimization for Multi-Person Shape Models from Markerless 3D-Scans

[pdf] 

[supplementary material] 

 

Accurate RGB-D Salient Object Detection via Collaborative Learning

[pdf] 

 

 

Finding Your (3D) Center: 3D Object Detection Using a Learned Loss

[pdf] 

[supplementary material] 

 

Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection

[pdf] 

 

 

Two Stream Active Query Suggestion for Active Learning in Connectomics

[pdf] 

[supplementary material] 

 

Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images

[pdf] 

[supplementary material] 

 

6D Camera Relocalization in Ambiguous Scenes via Continuous Multimodal Inference

[pdf] 

[supplementary material] 

 

Modeling Artistic Workflows for Image Generation and Editing

[pdf] 

[supplementary material] 

 

A Large-scale Annotated Mechanical Components Benchmark for Classification and Retrieval Tasks with Deep Neural Networks

[pdf] 

[supplementary material] 

 

Hidden Footprints: Learning Contextual Walkability from 3D Human Trails

[pdf] 

[supplementary material] 

 

Self-Supervised Learning of Audio-Visual Objects from Video

[pdf] 

[supplementary material] 

 

GAN-based Garment Generation Using Sewing Pattern Images

[pdf] 

[supplementary material] 

 

Style Transfer for Co-Speech Gesture Animation: A Multi-Speaker Conditional-Mixture Approach

[pdf] 

[supplementary material] 

 

An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds

[pdf] 

[supplementary material] 

 

Monotonicity Prior for Cloud Tomography

[pdf] 

[supplementary material] 

 

Learning Trailer Moments in Full-Length Movies with Co-Contrastive Attention

[pdf] 

[supplementary material] 

 

Preserving Semantic Neighborhoods for Robust Cross-modal Retrieval

[pdf] 

 

 

Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline

[pdf] 

[supplementary material] 

 

Learning to Generate Grounded Visual Captions without Localization Supervision

[pdf] 

[supplementary material] 

 

Neural Hair Rendering

[pdf] 

[supplementary material] 

 

JNR: Joint-based Neural Rig Representation for Compact 3D Face Modeling

[pdf] 

[supplementary material] 

 

On Disentangling Spoof Trace for Generic Face Anti-Spoofing

[pdf] 

[supplementary material] 

 

Streaming Object Detection for 3-D Point Clouds

[pdf] 

[supplementary material] 

 

NAS-DIP: Learning Deep Image Prior with Neural Architecture Search

[pdf] 

[supplementary material] 

 

Learning to Learn in a Semi-Supervised Fashion

[pdf] 

[supplementary material] 

 

FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning

[pdf] 

[supplementary material] 

 

RadarNet: Exploiting Radar for Robust Perception of Dynamic Objects

[pdf] 

[supplementary material] 

 

Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation

[pdf] 

[supplementary material] 

 

Learning to Separate: Detecting Heavily-Occluded Objects in Urban Scenes

[pdf] 

 

 

Towards causal benchmarking of bias in face analysis algorithms

[pdf] 

[supplementary material] 

 

Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation

[pdf] 

[supplementary material] 

 

Knowledge-Based Video Question Answering with Unsupervised Scene Descriptions

[pdf] 

[supplementary material] 

 

Transformation Consistency Regularization – A Semi-Supervised Paradigm for Image-to-Image Translation

[pdf] 

[supplementary material] 

 

LIRA: Lifelong Image Restoration from Unknown Blended Distortions

[pdf] 

[supplementary material] 

 

HDNet: Human Depth Estimation for Multi-Person Camera-Space Localization

[pdf] 

 

 

SOLO: Segmenting Objects by Locations

[pdf] 

[supplementary material] 

 

Learning to See in the Dark with Events

[pdf] 

[supplementary material] 

 

Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data

[pdf] 

[supplementary material] 

 

Context-Gated Convolution

[pdf] 

[supplementary material] 

 

Polynomial Regression Network for Variable-Number Lane Detection

[pdf] 

[supplementary material] 

 

Structural Deep Metric Learning for Room Layout Estimation

[pdf] 

 

 

Adaptive Task Sampling for Meta-Learning

[pdf] 

[supplementary material] 

 

Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images

[pdf] 

 

 

Improving Multispectral Pedestrian Detection by Addressing Modality Imbalance Problems

[pdf] 

[supplementary material] 

 

High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling

[pdf] 

[supplementary material] 

 

Online Ensemble Model Compression using Knowledge Distillation

[pdf] 

 

 

Deep Learning-based Pupil Center Detection for Fast and Accurate Eye Tracking System

[pdf] 

[supplementary material] 

 

Efficient Residue Number System Based Winograd Convolution

[pdf] 

[supplementary material] 

 

Robust Tracking against Adversarial Attacks

[pdf] 

[supplementary material] 

 

Single-Shot Neural Relighting and SVBRDF Estimation

[pdf] 

[supplementary material] 

 

Unsupervised 3D Human Pose Representation with Viewpoint and Pose Disentanglement

[pdf] 

[supplementary material] 

 

Angle-based Search Space Shrinking for Neural Architecture Search

[pdf] 

[supplementary material] 

 

RobustScanner: Dynamically Enhancing Positional Clues for Robust Text Recognition

[pdf] 

[supplementary material] 

 

Towards Fast, Accurate and Stable 3D Dense Face Alignment

[pdf] 

[supplementary material] 

 

Iterative Feature Transformation for Fast and Versatile Universal Style Transfer

[pdf] 

[supplementary material] 

 

CATCH: Context-based Meta Reinforcement Learning for Transferrable Architecture Search

[pdf] 

[supplementary material] 

 

Toward Faster and Simpler Matrix Normalization via Rank-1 Update

[pdf] 

[supplementary material] 

 

Accurate Polarimetric BRDF for Real Polarization Scene Rendering

[pdf] 

[supplementary material] 

 

Lensless Imaging with Focusing Sparse URA Masks in Long-Wave Infrared and its Application for Human Detection

[pdf] 

[supplementary material] 

 

Topology-Preserving Class-Incremental Learning

[pdf] 

 

 

Inter-Image Communication for Weakly Supervised Localization

[pdf] 

 

 

UFO²: A Unified Framework towards Omni-supervised Object Detection

[pdf] 

[supplementary material] 

 

iCaps: An Interpretable Classifier via Disentangled Capsule Networks

[pdf] 

[supplementary material] 

 

Detecting Natural Disasters, Damage, and Incidents in the Wild

[pdf] 

[supplementary material] 

 

Dynamic ReLU

[pdf] 

[supplementary material] 

 

Acquiring Dynamic Light Fields through Coded Aperture Camera

[pdf] 

[supplementary material] 

 

Gait Recognition from a Single Image using a Phase-Aware Gait Cycle Reconstruction Network

[pdf] 

[supplementary material] 

 

Informative Sample Mining Network for Multi-Domain Image-to-Image Translation

[pdf] 

[supplementary material] 

 

Spherical Feature Transform for Deep Metric Learning

[pdf] 

[supplementary material] 

 

Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering

[pdf] 

[supplementary material] 

 

Unsupervised Multi-View CNN for Salient View Selection of 3D Objects and Scenes

[pdf] 

[supplementary material] 

 

Representation Sharing for Fast Object Detector Search and Beyond

[pdf] 

[supplementary material] 

 

Peeking into occluded joints: A novel framework for crowd pose estimation

[pdf] 

[supplementary material] 

 

RubiksNet: Learnable 3D-Shift for Efficient Video Action Recognition

[pdf] 

[supplementary material] 

 

Deep Hashing with Active Pairwise Supervision

[pdf] 

[supplementary material] 

 

Graph Edit Distance Reward: Learning to Edit Scene Graph

[pdf] 

 

 

Malleable 2.5D Convolution: Learning Receptive Fields along the Depth-axis for RGB-D Scene Parsing

[pdf] 

[supplementary material] 

 

Feature-metric Loss for Self-supervised Learning of Depth and Egomotion

[pdf] 

 

 

Propagating Over Phrase Relations for One-Stage Visual Grounding

[pdf] 

 

 

Adversarial Semantic Data Augmentation for Human Pose Estimation

[pdf] 

 

 

Free View Synthesis

[pdf] 

[supplementary material] 

 

Face Anti-Spoofing via Disentangled Representation Learning

[pdf] 

[supplementary material] 

 

Prime-Aware Adaptive Distillation

[pdf] 

 

 

Meta-Learning with Network Pruning

[pdf] 

[supplementary material] 

 

Spiral Generative Network for Image Extrapolation

[pdf] 

[supplementary material] 

 

SceneSketcher: Fine-Grained Image Retrieval with Scene Sketches

[pdf] 

[supplementary material] 

 

Few-shot Compositional Font Generation with Dual Memory

[pdf] 

[supplementary material] 

 

PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling

[pdf] 

[supplementary material] 

 

Handcrafted Outlier Detection Revisited

[pdf] 

[supplementary material] 

 

The Average Mixing Kernel Signature

[pdf] 

[supplementary material] 

 

BCNet: Learning Body and Cloth Shape from A Single Image

[pdf] 

[supplementary material] 

 

Self-supervised Keypoint Correspondences for Multi-Person Pose Estimation and Tracking in Videos

[pdf] 

[supplementary material] 

 

Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration

[pdf] 

[supplementary material] 

 

Polysemy Deciphering Network for Human-Object Interaction Detection

[pdf] 

[supplementary material] 

 

PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning

[pdf] 

[supplementary material] 

 

Learning Graph-Convolutional Representations for Point Cloud Denoising

[pdf] 

 

 

Semantic Line Detection Using Mirror Attention and Comparative Ranking and Matching

[pdf] 

[supplementary material] 

 

A Differentiable Recurrent Surface for Asynchronous Event-Based Data

[pdf] 

[supplementary material] 

 

Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches

[pdf] 

[supplementary material] 

 

LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation

[pdf] 

[supplementary material] 

 

Microscopy Image Restoration with Deep Wiener-Kolmogorov Filters

[pdf] 

[supplementary material] 

 

ScanRefer: 3D Object Localization in RGB-D Scans using Natural Language

[pdf] 

[supplementary material] 

 

JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds

[pdf] 

[supplementary material] 

 

Motion-Excited Sampler: Video Adversarial Attack with Sparked Prior

[pdf] 

[supplementary material] 

 

An Inference Algorithm for Multi-Label MRF-MAP Problems with Clique Size 100

[pdf] 

[supplementary material] 

 

Dual Refinement Underwater Object Detection Network

[pdf] 

 

 

Multiple Sound Sources Localization from Coarse to Fine

[pdf] 

[supplementary material] 

 

Task-Aware Quantization Network for JPEG Image Compression

[pdf] 

[supplementary material] 

 

Energy-Based Models for Deep Probabilistic Regression

[pdf] 

[supplementary material] 

 

CLOTH3D: Clothed 3D Humans

[pdf] 

[supplementary material] 

 

Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images

[pdf] 

[supplementary material] 

 

CLNet: A Compact Latent Network for Fast Adjusting Siamese Trackers

[pdf] 

 

 

Occlusion-Aware Siamese Network for Human Pose Estimation

[pdf] 

 

 

Learning to Predict Salient Faces: A Novel Visual-Audio Saliency Model

[pdf] 

[supplementary material] 

 

NormalGAN: Learning Detailed 3D Human from a Single RGB-D Image

[pdf] 

[supplementary material] 

 

Model-based occlusion disentanglement for image-to-image translation

[pdf] 

[supplementary material] 

 

Rotation-robust Intersection over Union for 3D Object Detection

[pdf] 

[supplementary material] 

 

New Threats against Object Detector with Non-local Block

[pdf] 

[supplementary material] 

 

Self-Supervised CycleGAN for Object-Preserving Image-to-Image Domain Adaptation

[pdf] 

[supplementary material] 

 

On the Usage of the Trifocal Tensor in Motion Segmentation

[pdf] 

[supplementary material] 

 

3D-Rotation-Equivariant Quaternion Neural Networks

[pdf] 

[supplementary material] 

 

InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image

[pdf] 

[supplementary material] 

 

Active Crowd Counting with Limited Supervision

[pdf] 

[supplementary material] 

 

Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance

[pdf] 

[supplementary material] 

 

Hierarchical Visual-Textual Graph for Temporal Activity Localization via Language

[pdf] 

[supplementary material] 

 

Do Not Mask What You Do Not Need to Mask: a Parser-Free Virtual Try-On

[pdf] 

[supplementary material] 

 

NODIS: Neural Ordinary Differential Scene Understanding

[pdf] 

[supplementary material] 

 

AssembleNet++: Assembling Modality Representations via Attention Connections - Supplementary Material -

[pdf] 

[supplementary material] 

 

Learning Propagation Rules for Attribution Map Generation

[pdf] 

[supplementary material] 

 

Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference

[pdf] 

[supplementary material] 

 

Learning Predictive Models from Observation and Interaction

[pdf] 

[supplementary material] 

 

Unifying Deep Local and Global Features for Image Search

[pdf] 

[supplementary material] 

 

Human Body Model Fitting by Learned Gradient Descent

[pdf] 

[supplementary material] 

 

DDGCN: A Dynamic Directed Graph Convolutional Network for Action Recognition

[pdf] 

[supplementary material] 

 

Learning latent representations across multiple data domains using Lifelong VAEGAN

[pdf] 

[supplementary material] 

 

DVI: Depth Guided Video Inpainting for Autonomous Driving

[pdf] 

[supplementary material] 

 

Incorporating Reinforced Adversarial Learning in Autoregressive Image Generation

[pdf] 

[supplementary material] 

 

APRICOT: A Dataset of Physical Adversarial Attacks on Object Detection

[pdf] 

[supplementary material] 

 

Visual Question Answering on Image Sets

[pdf] 

[supplementary material] 

 

Object as Hotspots: An Anchor-Free 3D Object Detection Approach via Firing of Hotspots

[pdf] 

[supplementary material] 

 

Placepedia: Comprehensive Place Understanding with Multi-Faceted Annotations

[pdf] 

[supplementary material] 

 

DELTAS: Depth Estimation by Learning Triangulation And densification of Sparse points

[pdf] 

[supplementary material] 

 

Dynamic Low-light Imaging with Quanta Image Sensors

[pdf] 

[supplementary material] 

 

Disambiguating Monocular Depth Estimation with a Single Transient

[pdf] 

[supplementary material] 

 

DSDNet: Deep Structured self-Driving Network

[pdf] 

[supplementary material] 

 

QuEST: Quantized Embedding Space for Transferring Knowledge

[pdf] 

[supplementary material] 

 

EGDCL: An Adaptive Curriculum Learning Framework for Unbiased Glaucoma Diagnosis

[pdf] 

 

 

Backpropagated Gradient Representations for Anomaly Detection

[pdf] 

[supplementary material] 

 

Dense RepPoints: Representing Visual Objects with Dense Point Sets

[pdf] 

[supplementary material] 

 

On Dropping Clusters to Regularize Graph Convolutional Neural Networks

[pdf] 

[supplementary material] 

 

Adaptive Video Highlight Detection by Learning from User History

[pdf] 

 

 

Improving 3D Object Detection through Progressive Population Based Augmentation

[pdf] 

[supplementary material] 

 

DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape Reconstruction

[pdf] 

[supplementary material] 

 

SPAN: Spatial Pyramid Attention Network for Image Manipulation Localization

[pdf] 

[supplementary material] 

 

Adversarial Learning for Zero-shot Domain Adaptation

[pdf] 

 

 

YOLO in the Dark - Domain Adaptation Method for Merging Multiple Models -

[pdf] 

 

 

Identity-Aware Multi-Sentence Video Description

[pdf] 

[supplementary material] 

 

VQA-LOL: Visual Question Answering under the Lens of Logic

[pdf] 

[supplementary material] 

 

Piggyback GAN: Efficient Lifelong Learning for Image Conditioned Generation

[pdf] 

 

 

TRRNet: Tiered Relation Reasoning for Compositional Visual Question Answering

[pdf] 

 

 

Mining Inter-Video Proposal Relations for Video Object Detection

[pdf] 

[supplementary material] 

 

TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval

[pdf] 

[supplementary material] 

 

Minimum Class Confusion for Versatile Domain Adaptation

[pdf] 

[supplementary material] 

 

Large Batch Optimization for Object Detection: Training COCO in 12 Minutes

[pdf] 

 

 

Towards Practical and Efficient High-Resolution HDR Deghosting with CNN

[pdf] 

[supplementary material] 

 

Monocular Differentiable Rendering for Self-Supervised 3D Object Detection

[pdf] 

[supplementary material] 

 

Shape Prior Deformation for Categorical 6D Object Pose and Size Estimation

[pdf] 

[supplementary material] 

 

Dynamic and Static Context-aware LSTM for Multi-agent Motion Prediction

[pdf] 

[supplementary material] 

 

Image-based table recognition: data, model, and evaluation

[pdf] 

[supplementary material] 

 

Group Activity Prediction with Sequential Relational Anticipation Model

[pdf] 

 

 

PiP: Planning-informed Trajectory Prediction for Autonomous Driving

[pdf] 

[supplementary material] 

 

PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

[pdf] 

[supplementary material] 

 

Hierarchical Context Embedding for Region-based Object Detection

[pdf] 

[supplementary material] 

 

Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition

[pdf] 

[supplementary material] 

 

Gen-LaneNet: A Generalized and Scalable Approach for 3D Lane Detection

[pdf] 

[supplementary material] 

 

Sparse-to-Dense Depth Completion Revisited: Sampling Strategy and Graph Construction

[pdf] 

[supplementary material] 

 

MEAD: A Large-scale Audio-visual Dataset for Emotional Talking-face Generation

[pdf] 

[supplementary material] 

 

Detecting Human-Object Interactions with Action Co-occurrence Priors

[pdf] 

[supplementary material] 

 

Learning Connectivity of Neural Networks from a Topological Perspective

[pdf] 

 

 

JSTASR: Joint Size and Transparency-Aware Snow Removal Algorithm Based on Modified Partial Convolution and Veiling Effect Removal

[pdf] 

[supplementary material] 

 

Ocean: Object-aware Anchor-free Tracking

[pdf] 

[supplementary material] 

 

Object Tracking using Spatio-Temporal Networks for Future Prediction Location

[pdf] 

 

 

Pillar-based Object Detection for Autonomous Driving

[pdf] 

[supplementary material] 

 

Sparse Adversarial Attack via Perturbation Factorization

[pdf] 

[supplementary material] 

 

3D Scene Reconstruction from a Single Viewport

[pdf] 

[supplementary material] 

 

Learning to Optimize Domain Specific Normalization for Domain Generalization

[pdf] 

[supplementary material] 

 

Self-supervised Outdoor Scene Relighting

[pdf] 

[supplementary material] 

 

Privacy Preserving Visual SLAM

[pdf] 

[supplementary material] 

 

Leveraging Acoustic Images for Effective Self-Supervised Audio Representation Learning

[pdf] 

[supplementary material] 

 

Learning Joint Visual Semantic Matching Embeddings for Language-guided Retrieval

[pdf] 

 

 

Globally Optimal and Efficient Vanishing Point Estimation in Atlanta World

[pdf] 

[supplementary material] 

 

StyleGAN2 Distillation for Feed-forward Image Manipulation

[pdf] 

[supplementary material] 

 

Self-Prediction for Joint Instance and Semantic Segmentation of Point Clouds

[pdf] 

 

 

Learning Disentangled Representations via Mutual Information Estimation

[pdf] 

[supplementary material] 

 

Challenge-Aware RGBT Tracking

[pdf] 

 

 

Fully Trainable and Interpretable Non-Local Sparse Models for Image Restoration

[pdf] 

[supplementary material] 

 

AutoSimulate: (Quickly) Learning Synthetic Data Generation

[pdf] 

[supplementary material] 

 

LatticeNet: Towards Lightweight Image Super-resolution with Lattice Block

[pdf] 

 

 

Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation

[pdf] 

[supplementary material] 

 

Active Visual Information Gathering for Vision-Language Navigation

[pdf] 

[supplementary material] 

 

Deep Hough-Transform Line Priors

[pdf] 

[supplementary material] 

 

Unsupervised Shape and Pose Disentanglement for 3D Meshes

[pdf] 

[supplementary material] 

 

CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection

[pdf] 

[supplementary material] 

 

Inclusive GAN: Improving Data and Minority Coverage in Generative Models

[pdf] 

[supplementary material] 

 

SESAME: Semantic Editing of Scenes by Adding, Manipulating or Erasing Objects

[pdf] 

[supplementary material] 

 

Dive Deeper Into Box for Object Detection

[pdf] 

[supplementary material] 

 

PG-Net: Pixel to Global Matching Network for Visual Tracking

[pdf] 

[supplementary material] 

 

Why Are Deep Representations Good Perceptual Quality Features?

[pdf] 

[supplementary material] 

 

Geometric Estimation via Robust Subspace Recovery

[pdf] 

 

 

Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification

[pdf] 

[supplementary material] 

 

Human Correspondence Consensus for 3D Object Semantic Understanding

[pdf] 

[supplementary material] 

 

Learning Memory Augmented Cascading Network for Compressed Sensing of Images

[pdf] 

 

 

Least squares surface reconstruction on arbitrary domains

[pdf] 

[supplementary material] 

 

Task-conditioned Domain Adaptation for Pedestrian Detection in Thermal Imagery

[pdf] 

 

 

Improving the Transferability of Adversarial Examples with Resized-Diverse-Inputs, Diversity-Ensemble and Region Fitting

[pdf] 

[supplementary material] 

 

DADA: Differentiable Automatic Data Augmentation

[pdf] 

 

 

SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans

[pdf] 

[supplementary material] 

 

Kinship Identification through Joint Learning using Kinship Verification Ensembles

[pdf] 

[supplementary material] 

 

Kernelized Memory Network for Video Object Segmentation

[pdf] 

[supplementary material] 

 

A Single Stream Network for Robust and Real-time RGB-D Salient Object Detection

[pdf] 

 

 

Splitting vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation

[pdf] 

 

 

Temporal Keypoint Matching and Refinement Network for Pose Estimation and Tracking

[pdf] 

[supplementary material] 

 

Neural Point-Based Graphics

[pdf] 

[supplementary material] 

 

FHDe²Net: Full High Definition Demoireing Network

[pdf] 

[supplementary material] 

 

Learning Structural Similarity of User Interface Layouts using Graph Networks

[pdf] 

[supplementary material] 

 

NAS-Count: Counting-by-Density with Neural Architecture Search

[pdf] 

[supplementary material] 

 

Towards Generalization Across Depth for Monocular 3D Object Detection

[pdf] 

[supplementary material] 

 

Margin-Mix: Semi–Supervised Learning for Face Expression Recognition

[pdf] 

[supplementary material] 

 

Principal Feature Visualisation in Convolutional Neural Networks

[pdf] 

[supplementary material] 

 

Progressive Refinement Network for Occluded Pedestrian Detection

[pdf] 

[supplementary material] 

 

Monocular Real-Time Volumetric Performance Capture

[pdf] 

[supplementary material] 

 

The Mapillary Traffic Sign Dataset for Detection and Classification on a Global Scale

[pdf] 

[supplementary material] 

 

Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction

[pdf] 

[supplementary material] 

 

Disentangling Multiple Features in Video Sequences using Gaussian Processes in Variational Autoencoders

[pdf] 

[supplementary material] 

 

SEN: A Novel Feature Normalization Dissimilarity Measure for Prototypical Few-Shot Learning Networks

[pdf] 

[supplementary material] 

 

Kinematic 3D Object Detection in Monocular Video

[pdf] 

[supplementary material] 

 

Describing Unseen Videos via Multi-Modal Cooperative Dialog Agents

[pdf] 

[supplementary material] 

 

SACA Net: Cybersickness Assessment of Individual Viewers for VR Content via Graph-based Symptom Relation Embedding

[pdf] 

[supplementary material] 

 

End-to-End Low Cost Compressive Spectral Imaging with Spatial-Spectral Self-Attention

[pdf] 

[supplementary material] 

 

Know Your Surroundings: Exploiting Scene Information for Object Tracking

[pdf] 

[supplementary material] 

 

Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases

[pdf] 

[supplementary material] 

 

Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection in X-ray Images

[pdf] 

 

 

DeepLandscape: Adversarial Modeling of Landscape Videos

[pdf] 

[supplementary material] 

 

GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images

[pdf] 

[supplementary material] 

 

Spatial-Angular Interaction for Light Field Image Super-Resolution

[pdf] 

[supplementary material] 

 

BATS: Binary ArchitecTure Search

[pdf] 

[supplementary material] 

 

A Closer Look at Local Aggregation Operators in Point Cloud Analysis

[pdf] 

[supplementary material] 

 

Look here! A parametric learning based approach to redirect visual attention

[pdf] 

[supplementary material] 

 

Variational Diffusion Autoencoders with Random Walk Sampling

[pdf] 

[supplementary material] 

 

Adaptive Variance Based Label Distribution Learning For Facial Age Estimation

[pdf] 

 

 

Connecting the Dots: Detecting Adversarial Perturbations Using Context Inconsistency

[pdf] 

[supplementary material] 

 

Perceive, Predict, and Plan: Safe Motion Planning Through Interpretable Semantic Representations

[pdf] 

[supplementary material] 

 

VarSR: Variational Super-Resolution Network for Very Low Resolution Images

[pdf] 

[supplementary material] 

 

Co-Heterogeneous and Adaptive Segmentation from Multi-Source and Multi-Phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation

[pdf] 

[supplementary material] 

 

Towards Recognizing Unseen Categories in Unseen Domains

[pdf] 

[supplementary material] 

 

Square Attack: a query-efficient black-box adversarial attack via random search

[pdf] 

[supplementary material] 

 

You Are Here: Geolocation by Embedding Maps and Images

[pdf] 

[supplementary material] 

 

Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation

[pdf] 

[supplementary material] 

 

From Image to Stability: Learning Dynamics from Human Pose

[pdf] 

[supplementary material] 

 

LevelSet R-CNN: A Deep Variational Method for Instance Segmentation

[pdf] 

[supplementary material] 

 

Efficient Scale-Permuted Backbone with Learned Resource Distribution

[pdf] 

[supplementary material] 

 

Reducing Distributional Uncertainty by Mutual Information Maximisation and Transferable Feature Learning

[pdf] 

[supplementary material] 

 

Bridging Knowledge Graphs to Generate Scene Graphs

[pdf] 

[supplementary material] 

 

Implicit Latent Variable Model for Scene-Consistent Motion Forecasting

[pdf] 

[supplementary material] 

 

Learning Visual Commonsense for Robust Scene Graph Generation

[pdf] 

[supplementary material] 

 

MPCC: Matching Priors and Conditionals for Clustering

[pdf] 

[supplementary material] 

 

PointAR: Efficient Lighting Estimation for Mobile Augmented Reality

[pdf] 

 

 

Discrete Point Flow Networks for Efficient Point Cloud Generation

[pdf] 

[supplementary material] 

 

Accelerating Deep Learning with Millions of Classes

[pdf] 

[supplementary material] 

 

Password-conditioned Anonymization and Deanonymization with Face Identity Transformers

[pdf] 

[supplementary material] 

 

Inertial Safety from Structured Light

[pdf] 

[supplementary material] 

 

PointTriNet: Learned Triangulation of 3D Point Sets

[pdf] 

[supplementary material] 

 

Toward Unsupervised, Multi-Object Discovery in Large-Scale Image Collections

[pdf] 

[supplementary material] 

 

Deep Novel View Synthesis from Colored 3D Point Clouds

[pdf] 

[supplementary material] 

 

Consensus-Aware Visual-Semantic Embedding for Image-Text Matching

[pdf] 

 

 

Spatial Hierarchy Aware Residual Pyramid Network for Time-of-Flight Depth Denoising

[pdf] 

[supplementary material] 

 

Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding

[pdf] 

 

 

Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition

[pdf] 

 

 

Polarimetric Multi-View Inverse Rendering

[pdf] 

[supplementary material] 

 

SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information

[pdf] 

[supplementary material] 

 

Improving Face Recognition by Clustering Unlabeled Faces in the Wild

[pdf] 

[supplementary material] 

 

NeuRoRA: Neural Robust Rotation Averaging

[pdf] 

[supplementary material] 

 

SG-VAE: Scene Grammar Variational Autoencoder to generate new indoor scenes

[pdf] 

[supplementary material] 

 

Unsupervised Learning of Optical Flow with Deep Feature Similarity

[pdf] 

 

 

Blended Grammar Network for Human Parsing

[pdf] 

 

 

P²Net: Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation

[pdf] 

[supplementary material] 

 

Efficient Attention Mechanism for Visual Dialog that can Handle All the Interactions between Multiple Inputs

[pdf] 

[supplementary material] 

 

Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting

[pdf] 

[supplementary material] 

 

BIRNAT: Bidirectional Recurrent Neural Networks with Adversarial Training for Video Snapshot Compressive Imaging

[pdf] 

[supplementary material] 

 

Ultra Fast Structure-aware Deep Lane Detection

[pdf] 

[supplementary material] 

 

Cross-Identity Motion Transfer for Arbitrary Objects through Pose-Attentive Video Reassembling

[pdf] 

[supplementary material] 

 

Domain Adaptive Object Detection via Asymmetric Tri-way Faster-RCNN

[pdf] 

 

 

Exclusivity-Consistency Regularized Knowledge Distillation for Face Recognition

[pdf] 

 

 

Learning Camera-Aware Noise Models

[pdf] 

[supplementary material] 

 

Towards Precise Completion of Deformable Shapes

[pdf] 

[supplementary material] 

 

Iterative Distance-Aware Similarity Matrix Convolution with Mutual-Supervised Point Elimination for Efficient Point Cloud Registration

[pdf] 

[supplementary material] 

 

Pairwise Similarity Knowledge Transfer for Weakly Supervised Object Localization

[pdf] 

[supplementary material] 

 

Environment-agnostic Multitask Learning for Natural Language Grounded Navigation

[pdf] 

[supplementary material] 

 

TPFN: Applying Outer Product along Time to Multimodal Sentiment Analysis Fusion on Incomplete Data

[pdf] 

[supplementary material] 

 

ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis

[pdf] 

[supplementary material] 

 

Learning with Privileged Information for Efficient Image Super-Resolution

[pdf] 

[supplementary material] 

 

Joint Visual and Temporal Consistency for Unsupervised Domain Adaptive Person Re-Identification

[pdf] 

 

 

Autoencoder-based Graph Construction for Semi-supervised Learning

[pdf] 

[supplementary material] 

 

Virtual Multi-view Fusion for 3D Semantic Segmentation

[pdf] 

[supplementary material] 

 

Decoupling GCN with DropGraph Module for Skeleton-Based Action Recognition

[pdf] 

[supplementary material] 

 

Deep Shape from Polarization

[pdf] 

[supplementary material] 

 

A Boundary Based Out-of-Distribution Classifier for Generalized Zero-Shot Learning

[pdf] 

 

 

Mind the Discriminability: Asymmetric Adversarial Domain Adaptation

[pdf] 

[supplementary material] 

 

SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates

[pdf] 

[supplementary material] 

 

Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking

[pdf] 

[supplementary material] 

 

Deep FusionNet for Point Cloud Semantic Segmentation

[pdf] 

[supplementary material] 

 

Deep Material Recognition in Light-Fields via Disentanglement of Spatial and Angular Information

[pdf] 

[supplementary material] 

 

Dual Adversarial Network for Deep Active Learning

[pdf] 

 

 

Fully Convolutional Networks for Continuous Sign Language Recognition

[pdf] 

[supplementary material] 

 

Self-adapting confidence estimation for stereo

[pdf] 

[supplementary material] 

 

Deep Surface Normal Estimation on the 2-Sphere with Confidence Guided Semantic Attention

[pdf] 

[supplementary material] 

 

AutoSTR: Efficient Backbone Search for Scene Text Recognition

[pdf] 

 

 

Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification

[pdf] 

[supplementary material] 

 

Adversarial Training with Bi-directional Likelihood Regularization for Visual Classification

[pdf] 

[supplementary material] 

 

Faster AutoAugment: Learning Augmentation Strategies Using Backpropagation

[pdf] 

 

 

Hand-Transformer: Non-Autoregressive Structured Modeling for 3D Hand Pose Estimation

[pdf] 

[supplementary material] 

 

Boundary-Aware Cascade Networks for Temporal Action Segmentation

[pdf] 

[supplementary material] 

 

Towards Content-Independent Multi-Reference Super-Resolution: Adaptive Pattern Matching and Feature Aggregation

[pdf] 

[supplementary material] 

 

Inference Graphs for CNN Interpretation

[pdf] 

[supplementary material] 

 

An End-to-End OCR Text Re-organization Sequence Learning for Rich-text Detail Image Comprehension

[pdf] 

 

 

Improving Query Efficiency of Black-box Adversarial Attack

[pdf] 

[supplementary material] 

 

Self-similarity Student for Partial Label Histopathology Image Segmentation

[pdf] 

[supplementary material] 

 

BioMetricNet: deep unconstrained face verification through learning of metrics regularized onto Gaussian distributions

[pdf] 

 

 

A Decoupled Learning Scheme for Real-world Burst Denoising from Raw Images

[pdf] 

[supplementary material] 

 

Global-and-Local Relative Position Embedding for Unsupervised Video Summarization

[pdf] 

[supplementary material] 

 

Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms

[pdf] 

[supplementary material] 

 

SPARK: Spatial-aware Online Incremental Attack Against Visual Tracking

[pdf] 

[supplementary material] 

 

CenterNet Heatmap Propagation for Real-time Video Object Detection

[pdf] 

[supplementary material] 

 

Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection

[pdf] 

[supplementary material] 

 

SOLAR: Second-Order Loss and Attention for Image Retrieval

[pdf] 

[supplementary material] 

 

Fixing Localization Errors to Improve Image Classification

[pdf] 

 

 

PatchPerPix for Instance Segmentation

[pdf] 

[supplementary material] 

 

Attend and Segment: Attention Guided Active Semantic Segmentation

[pdf] 

[supplementary material] 

 

Accelerating CNN Training by Pruning Activation Gradients

[pdf] 

[supplementary material] 

 

Global and Local Enhancement Networks for Paired and Unpaired Image Enhancement

[pdf] 

[supplementary material] 

 

Probabilistic Anchor Assignment with IoU Prediction for Object Detection

[pdf] 

[supplementary material] 

 

Eyeglasses 3D shape reconstruction from a single face image

[pdf] 

[supplementary material] 

 

Temporal Complementary Learning for Video Person Re-Identification

[pdf] 

 

 

HoughNet: Integrating near and long-range evidence for bottom-up object detection

[pdf] 

[supplementary material] 

 

Graph Wasserstein Correlation Analysis for Movie Retrieval

[pdf] 

[supplementary material] 

 

Context-Aware RCNN: A Baseline for Action Detection in Videos

[pdf] 

 

 

Full-Time Monocular Road Detection Using Zero-Distribution Prior of Angle of Polarization

[pdf] 

[supplementary material] 

 

A Flexible Recurrent Residual Pyramid Network for Video Frame Interpolation

[pdf] 

[supplementary material] 

 

Learning Enriched Features for Real Image Restoration and Enhancement

[pdf] 

[supplementary material] 

 

Detail Preserved Point Cloud Completion via Separated Feature Aggregation

[pdf] 

[supplementary material] 

 

LabelEnc: A New Intermediate Supervision Method for Object Detection

[pdf] 

[supplementary material] 

 

Unsupervised Learning of Category-Specific Symmetric 3D Keypoints from Point Sets

[pdf] 

[supplementary material] 

 

PAMS: Quantized Super-Resolution via Parameterized Max Scale

[pdf] 

 

 

SSN: Shape Signature Networks for Multi-class Object Detection from Point Clouds

[pdf] 

[supplementary material] 

 

OID: Outlier Identifying and Discarding in Blind Image Deblurring

[pdf] 

[supplementary material] 

 

Few-Shot Single-View 3-D Object Reconstruction with Compositional Priors

[pdf] 

[supplementary material] 

 

Enhanced Sparse Model for Blind Deblurring

[pdf] 

[supplementary material] 

 

SumGraph: Video Summarization via Recursive Graph Modeling

[pdf] 

[supplementary material] 

 

Feature Normalized Knowledge Distillation for Image Classification

[pdf] 

 

 

A Metric Learning Reality Check

[pdf] 

[supplementary material] 

 

FTL: A universal framework for training low-bit DNNs via Feature Transfer

[pdf] 

 

 

XingGAN for Person Image Generation

[pdf] 

[supplementary material] 

 

GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering

[pdf] 

[supplementary material] 

 

VCNet: A Robust Approach to Blind Image Inpainting

[pdf] 

[supplementary material] 

 

Learning to Predict Context-adaptive Convolution for Semantic Segmentation

[pdf] 

 

 

EfficientFCN: Holistically-guided Decoding for Semantic Segmentation

[pdf] 

 

 

GroSS: Group-Size Series Decomposition for Grouped Architecture Search

[pdf] 

[supplementary material] 

 

Efficient Adversarial Attacks for Visual Object Tracking

[pdf] 

[supplementary material] 

 

Globally-Optimal Event Camera Motion Estimation

[pdf] 

[supplementary material] 

 

Weakly-supervised Learning of Human Dynamics

[pdf] 

[supplementary material] 

 

Journey Towards Tiny Perceptual Super-Resolution

[pdf] 

[supplementary material] 

 

What makes fake images detectable? Understanding properties that generalize

[pdf] 

[supplementary material] 

 

Embedding Propagation: Smoother Manifold for Few-Shot Classification

[pdf] 

[supplementary material] 

 

Category Level Object Pose Estimation via Neural Analysis-by-Synthesis

[pdf] 

[supplementary material] 

 

High-Fidelity Synthesis with Disentangled Representation

[pdf] 

[supplementary material] 

 

PL₁P - Point-line Minimal Problems under Partial Visibility in Three Views

[pdf] 

[supplementary material] 

 

Prediction and Recovery for Adaptive Low-Resolution Person Re-Identification

[pdf] 

[supplementary material] 

 

Learning Canonical Representations for Scene Graph to Image Generation

[pdf] 

[supplementary material] 

 

Adversarial Robustness on In- and Out-Distribution Improves Explainability

[pdf] 

[supplementary material] 

 

Deformable Style Transfer

[pdf] 

[supplementary material] 

 

Aligning Videos in Space and Time

[pdf] 

[supplementary material] 

 

Neural Wireframe Renderer: Learning Wireframe to Image Translations

[pdf] 

[supplementary material] 

 

RBF-Softmax: Learning Deep Representative Prototypes with Radial Basis Function Softmax

[pdf] 

 

 

Testing the Safety of Self-driving Vehicles by Simulating Perception and Prediction

[pdf] 

[supplementary material] 

 

Determining the Relevance of Features for Deep Neural Networks

[pdf] 

[supplementary material] 

 

Weakly Supervised Semantic Segmentation with Boundary Exploration

[pdf] 

 

 

GANHopper: Multi-Hop GAN for Unsupervised Image-to-Image Translation

[pdf] 

[supplementary material] 

 

DOPE: Distillation Of Part Experts for whole-body 3D pose estimation in the wild

[pdf] 

 

 

Multi-view adaptive graph convolutions for graph classification

[pdf] 

 

 

Instance Adaptive Self-Training for Unsupervised Domain Adaptation

[pdf] 

[supplementary material] 

 

Weight Decay Scheduling and Knowledge Distillation for Active Learning

[pdf] 

 

 

HMQ: Hardware Friendly Mixed Precision Quantization Block for CNNs

[pdf] 

 

 

Truncated Inference for Latent Variable Optimization Problems: Application to Robust Estimation and Learning

[pdf] 

[supplementary material] 

 

Geometry Constrained Weakly Supervised Object Localization

[pdf] 

[supplementary material] 

 

Duality Diagram Similarity: a generic framework for initialization selection in task transfer learning

[pdf] 

[supplementary material] 

 

OneGAN: Simultaneous Unsupervised Learning of Conditional Image Generation, Foreground Segmentation, and Fine-Grained Clustering

[pdf] 

[supplementary material] 

 

Mining self-similarity: Label super-resolution with epitomic representations

[pdf] 

[supplementary material] 

 

AE-OT-GAN: Training GANs from data specific latent distribution

[pdf] 

[supplementary material] 

 

Null-sampling for Interpretable and Fair Representations

[pdf] 

[supplementary material] 

 

Guiding Monocular Depth Estimation Using Depth-Attention Volume

[pdf] 

[supplementary material] 

 

Tracking Emerges by Looking Around Static Scenes, with Neural 3D Mapping

[pdf] 

[supplementary material] 

 

Boosting Weakly Supervised Object Detection with Progressive Knowledge Transfer

[pdf] 

[supplementary material] 

 

BézierSketch: A generative model for scalable vector sketches

[pdf] 

[supplementary material] 

 

Semantic Relation Preserving Knowledge Distillation for Image-to-Image Translation

[pdf] 

[supplementary material] 

 

Domain Adaptation Through Task Distillation

[pdf] 

[supplementary material] 

 

PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning

[pdf] 

[supplementary material] 

 

More Classifiers, Less Forgetting: A Generic Multi-classifier Paradigm for Incremental Learning

[pdf] 

[supplementary material] 

 

Extending and Analyzing Self-Supervised Learning Across Domains

[pdf] 

[supplementary material] 

 

Multi-Source Open-Set Deep Adversarial Domain Adaptation

[pdf] 

[supplementary material] 

 

Neural Batch Sampling with Reinforcement Learning for Semi-Supervised Anomaly Detection

[pdf] 

[supplementary material] 

 

LEMMA: A Multi-view Dataset for LEarning Multi-agent Multi-task Activities

[pdf] 

[supplementary material] 

 

Teaching Cameras to Feel: Estimating Tactile Physical Properties of Surfaces From Images

[pdf] 

 

 

Accurate Optimization of Weighted Nuclear Norm for Non-Rigid Structure from Motion

[pdf] 

[supplementary material] 

 

Proposal-based Video Completion

[pdf] 

[supplementary material] 

 

HGNet: Hybrid Generative Network for Zero-shot Domain Adaptation

[pdf] 

 

 

Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding

[pdf] 

 

 

DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks

[pdf] 

[supplementary material] 

 

All at Once: Temporally Adaptive Multi-Frame Interpolation with Advanced Motion Modeling

[pdf] 

[supplementary material] 

 

A Broader Study of Cross-Domain Few-Shot Learning

[pdf] 

[supplementary material] 

 

Practical Poisoning Attacks on Neural Networks

[pdf] 

[supplementary material] 

 

Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification

[pdf] 

 

 

Learn distributed GAN with Temporary Discriminators

[pdf] 

[supplementary material] 

 

SemifreddoNets: Partially Frozen Neural Networks for Efficient Computer Vision Systems

[pdf] 

 

 

Improving Adversarial Robustness by Enforcing Local and Global Compactness

[pdf] 

[supplementary material] 

 

TopoAL: An Adversarial Learning Approach for Topology-Aware Road Segmentation

[pdf] 

[supplementary material] 

 

Channel selection using Gumbel Softmax

[pdf] 

[supplementary material] 

 

Exploiting Temporal Coherence for Self-Supervised One-shot Video Re-identification

[pdf] 

[supplementary material] 

 

An Efficient Training Framework for Reversible Neural Architectures

[pdf] 

 

 

Box2Seg: Attention Weighted Loss and Discriminative Feature Learning for Weakly Supervised Segmentation

[pdf] 

[supplementary material] 

 

FreeCam3D: Snapshot Structured Light 3D with Freely-Moving Cameras

[pdf] 

[supplementary material] 

 

One-Pixel Signature: Characterizing CNN Models for Backdoor Detection

[pdf] 

 

 

Learning to Transfer Learn: Reinforcement Learning-Based Selection for Adaptive Transfer Learning

[pdf] 

[supplementary material] 

 

Structure-Aware Generation Network for Recipe Generation from Images

[pdf] 

 

 

A Simple and Effective Framework for Pairwise Deep Metric Learning

[pdf] 

[supplementary material] 

 

Meta-rPPG: Remote Heart Rate Estimation Using a Transductive Meta-Learner

[pdf] 

[supplementary material] 

 

A Recurrent Transformer Network for Novel View Action Synthesis

[pdf] 

[supplementary material] 

 

Multi-view Action Recognition using Cross-view Video Prediction

[pdf] 

[supplementary material] 

 

Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation

[pdf] 

 

 

SMART: Simultaneous Multi-Agent Recurrent Trajectory Prediction

[pdf] 

[supplementary material] 

 

Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation

[pdf] 

[supplementary material] 

 

Efficient Outdoor 3D Point Cloud Semantic Segmentation for Critical Road Objects and Distributed Contexts

[pdf] 

 

 

Attributional Robustness Training using Input-Gradient Spatial Alignment

[pdf] 

[supplementary material] 

 

Reducing the Sim-to-Real Gap for Event Cameras

[pdf] 

[supplementary material] 

 

Spatial Geometric Reasoning for Room Layout Estimation via Deep Reinforcement Learning

[pdf] 

 

 

Learning Data Augmentation Strategies for Object Detection

[pdf] 

[supplementary material] 

 

DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search

[pdf] 

 

 

A Closer Look at Generalisation in RAVEN

[pdf] 

[supplementary material] 

 

Supervised Edge Attention Network for Accurate Image Instance Segmentation

[pdf] 

 

 

Discriminative Partial Domain Adversarial Network

[pdf] 

[supplementary material] 

 

Differentiable Programming for Hyperspectral Unmixing using a Physics-based Dispersion Model

[pdf] 

[supplementary material] 

 

Deep Cross-species Feature Learning for Animal Face Recognition via Residual Interspecies Equivariant Network

[pdf] 

 

 

Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes

[pdf] 

[supplementary material] 

 

Sound2Sight: Generating Visual Dynamics from Sound and Context

[pdf] 

[supplementary material] 

 

3D-CVF: Generating Joint Camera and LiDAR Features Using Cross-View Spatial Feature Fusion for 3D Object Detection

[pdf] 

 

 

NoiseRank: Unsupervised Label Noise Reduction with Dependence Models

[pdf] 

 

 

Fast Adaptation to Super-Resolution Networks via Meta-Learning

[pdf] 

 

 

TP-LSD: Tri-Points Based Line Segment Detector

[pdf] 

[supplementary material] 

 

SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation

[pdf] 

[supplementary material] 

 

An Attention-driven Two-stage Clustering Method for Unsupervised Person Re-Identification

[pdf] 

[supplementary material] 

 

Toward Fine-grained Facial Expression Manipulation

[pdf] 

 

 

Adaptive Object Detection with Dual Multi-Label Prediction

[pdf] 

 

 

Table Structure Recognition using Top-Down and Bottom-Up Cues

[pdf] 

[supplementary material] 

 

Novel View Synthesis on Unpaired Data by Conditional Deformable Variational Auto-Encoder

[pdf] 

[supplementary material] 

 

Beyond the Nav-Graph: Vision-and-Language Navigation in Continuous Environments

[pdf] 

[supplementary material] 

 

Boundary Content Graph Neural Network for Temporal Action Proposal Generation

[pdf] 

[supplementary material] 

 

Pose Augmentation: Class-agnostic Object Pose Transformation for Object Recognition

[pdf] 

[supplementary material] 

 

VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment Retrieval

[pdf] 

 

 

Attention-Based Query Expansion Learning

[pdf] 

 

 

Interpretable Foreground Object Search As Knowledge Distillation

[pdf] 

 

 

Improving Knowledge Distillation via Category Structure

[pdf] 

 

 

High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images

[pdf] 

[supplementary material] 

 

Attentive Prototype Few-shot Learning with Capsule Network-based Embedding

[pdf] 

 

 

Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances

[pdf] 

[supplementary material] 

 

DA4AD: End-to-End Deep Attention-based Visual Localization for Autonomous Driving

[pdf] 

[supplementary material] 

 

Visual-Relation Conscious Image Generation from Structured-Text

[pdf] 

[supplementary material] 

 

Patch-wise Attack for Fooling Deep Neural Network

[pdf] 

[supplementary material] 

 

Feature Pyramid Transformer

[pdf] 

[supplementary material] 

 

MABNet: A Lightweight Stereo Network Based on Multibranch Adjustable Bottleneck Module

[pdf] 

 

 

Guided Saliency Feature Learning for Person Re-identification in Crowded Scenes

[pdf] 

 

 

Asymmetric Two-Stream Architecture for Accurate RGB-D Saliency Detection

[pdf] 

 

 

Explaining Image Classifiers using Statistical Fault Localization

[pdf] 

 

 

Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers

[pdf] 

[supplementary material] 

 

Learning Video Representations by Transforming Time

[pdf] 

[supplementary material] 

 

Unsupervised Monocular Depth Estimation for Night-time Images using Adversarial Domain Feature Adaptation

[pdf] 

 

 

Variational Connectionist Temporal Classification

[pdf] 

 

 

End-to-end Dynamic Matching Network for Multi-view Multi-person 3d Pose Estimation

[pdf] 

[supplementary material] 

 

Orderly Disorder in Point Cloud Domain

[pdf] 

 

 

Deep Decomposition Learning for Inverse Imaging Problems

[pdf] 

 

 

FLOT: Scene Flow on Point Clouds guided by Optimal Transport

[pdf] 

[supplementary material] 

 

Accurate Reconstruction of Oriented 3D Points using Affine Correspondences

[pdf] 

[supplementary material] 

 

Volumetric Transformer Networks

[pdf] 

 

 

360(o) Camera Alignment via Segmentation

[pdf] 

[supplementary material] 

 

A Novel Line Integral Transform for 2D Affine-Invariant Shape Retrieval

[pdf] 

 

 

Explanation-based Weakly-supervised Learning of Visual Relations with Graph Networks

[pdf] 

[supplementary material] 

 

Guided Semantic Flow

[pdf] 

[supplementary material] 

 

Document Structure Extraction using Prior based High Resolution Hierarchical Semantic Segmentation

[pdf] 

[supplementary material] 

 

Measuring the Importance of Temporal Features in Video Saliency

[pdf] 

[supplementary material] 

 

Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

[pdf] 

[supplementary material] 

 

Towards Reliable Evaluation of Algorithms for Road Network Reconstruction from Aerial Images

[pdf] 

[supplementary material] 

 

Online Continual Learning under Extreme Memory Constraints

[pdf] 

[supplementary material] 

 

Learning to Cluster under Domain Shift

[pdf] 

[supplementary material] 

 

Defense Against Adversarial Attacks via Controlling Gradient Leaking on Embedded Manifolds

[pdf] 

[supplementary material] 

 

Improving Optical Flow on a Pyramid Level

[pdf] 

[supplementary material] 

 

Procrustean Regression Networks: Learning 3D Structure of Non-Rigid Objects from 2D Annotations

[pdf] 

[supplementary material] 

 

Learning to Learn Parameterized Classification Networks for Scalable Input Images

[pdf] 

[supplementary material] 

 

Stereo Event-based Particle Tracking Velocimetry for 3D Fluid Flow Reconstruction

[pdf] 

[supplementary material] 

 

Simplicial Complex based Point Correspondence between Images warped onto Manifolds

[pdf] 

[supplementary material] 

 

Representation Learning on Visual-Symbolic Graphs for Video Understanding

[pdf] 

[supplementary material] 

 

Distance-Normalized Unified Representation for Monocular 3D Object Detection

[pdf] 

 

 

Sequential Deformation for Accurate Scene Text Detection

[pdf] 

 

 

Where to Explore Next? ExHistCNN for History-aware Autonomous 3D Exploration

[pdf] 

[supplementary material] 

 

Semi-Supervised Segmentation based on Error-Correcting Supervision

[pdf] 

 

 

Quantum-soft QUBO Suppression for Accurate Object Detection

[pdf] 

 

 

Label-similarity Curriculum Learning

[pdf] 

[supplementary material] 

 

Recurrent Image Annotation With Explicit Inter-Label Dependencies

[pdf] 

 

 

Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution

[pdf] 

 

 

SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data

[pdf] 

 

 

ByeGlassesGAN: Identity Preserving Eyeglasses Removal for Face Images

[pdf] 

[supplementary material] 

 

Differentiable Joint Pruning and Quantization for Hardware Efficiency

[pdf] 

 

 

Learning to Generate Customized Dynamic 3D Facial Expressions

[pdf] 

[supplementary material] 

 

LandscapeAR: Large Scale Outdoor Augmented Reality by Matching Photographs with Terrain Models Using Learned Descriptors

[pdf] 

[supplementary material] 

 

Learning Disentangled Feature Representation for Hybrid-distorted Image Restoration

[pdf] 

 

 

Jointly De-biasing Face Recognition and Demographic Attribute Estimation

[pdf] 

[supplementary material] 

 

Regularized Loss for Weakly Supervised Single Class Semantic Segmentation

[pdf] 

[supplementary material] 

 

Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks

[pdf] 

[supplementary material] 

 

Forgetting Outside the Box: Scrubbing Deep Networks of Information Accessible from Input-Output Observations

[pdf] 

[supplementary material] 

 

Inherent Adversarial Robustness of Deep Spiking Neural Networks: Effects of Discrete Input Encoding and Non-Linear Activations

[pdf] 

[supplementary material] 

 

Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks

[pdf] 

[supplementary material] 

 

Learning to Learn Words from Visual Scenes

[pdf] 

[supplementary material] 

 

On Transferability of Histological Tissue Labels in Computational Pathology

[pdf] 

[supplementary material] 

 

Learning Actionness via Long-range Temporal Order Verification

[pdf] 

[supplementary material] 

 

Fully Embedding Fast Convolutional Networks on Pixel Processor Arrays

[pdf] 

[supplementary material] 

 

Character Region Attention For Text Spotting

[pdf] 

 

 

Stable Low-rank Tensor Decomposition for Compression of Convolutional Neural Network

[pdf] 

 

 

Dual Mixup Regularized Learning for Adversarial Domain Adaptation

[pdf] 

 

 

Robust and On-the-fly Dataset Denoising for Image Classification

[pdf] 

[supplementary material] 

 

Imaging Behind Occluders Using Two-Bounce Light

[pdf] 

[supplementary material] 

 

Improving Object Detection with Selective Self-Supervised Self-Training

[pdf] 

[supplementary material] 

 

Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction

[pdf] 

[supplementary material] 

 

Info3D: Representation Learning on 3D Objects using Mutual Information Maximization and Contrastive Learning

[pdf] 

[supplementary material] 

 

Adversarial Data Augmentation via Deformation Statistics

[pdf] 

 

 

Neural Predictor for Neural Architecture Search

[pdf] 

[supplementary material] 

 

Learning Permutation Invariant Representations using Memory Networks

[pdf] 

 

 

Feature Space Augmentation for Long-Tailed Data

[pdf] 

[supplementary material] 

 

Laying the Foundations of Deep Long-Term Crowd Flow Prediction

[pdf] 

 

 

Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance Learning

[pdf] 

 

 

Fairness by Learning Orthogonal Disentangled Representations

[pdf] 

[supplementary material] 

 

Self-supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation

[pdf] 

[supplementary material] 

 

On Diverse Asynchronous Activity Anticipation

[pdf] 

[supplementary material] 

 

Representative-Discriminative Learning for Open-set Land Cover Classification of Satellite Imagery

[pdf] 

[supplementary material] 

 

Structure-Aware Human-Action Generation

[pdf] 

[supplementary material] 

 

Towards Efficient Coarse-to-Fine Networks for Action and Gesture Recognition

[pdf] 

[supplementary material] 

 

S³Net: Semantic-Aware Self-supervised Depth Estimation with Monocular Videos and Synthetic Data

[pdf] 

[supplementary material] 

 

Leveraging Seen and Unseen Semantic Relationships for Generative Zero-Shot Learning

[pdf] 

[supplementary material] 

 

Weight Excitation: Built-in Attention Mechanisms in Convolutional Neural Networks

[pdf] 

[supplementary material] 

 

UNITER: UNiversal Image-TExt Representation Learning

[pdf] 

[supplementary material] 

 

Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks

[pdf] 

[supplementary material] 

 

Improving Face Recognition from Hard Samples via Distribution Distillation Loss

[pdf] 

[supplementary material] 

 

Extract and Merge: Superpixel Segmentation with Regional Attributes

[pdf] 

 

 

Spatial-Adaptive Network for Single Image Denoising

[pdf] 

[supplementary material] 

 

Physics-based Feature Dehazing Networks

[pdf] 

 

 

Learning Surrogates via Deep Embedding

[pdf] 

 

 

An Asymmetric Modeling for Action Assessment

[pdf] 

[supplementary material] 

 

High-quality Single-model Deep Video Compression with Frame-Conv3D and Multi-frame Differential Modulation

[pdf] 

[supplementary material] 

 

Instance-Aware Embedding for Point Cloud Instance Segmentation

[pdf] 

 

 

Self-Paced Deep Regression Forests with Consideration on Underrepresented Examples

[pdf] 

 

 

Manifold Projection for Adversarial Defense on Face Recognition

[pdf] 

[supplementary material] 

 

Weakly Supervised Learning with Side Information for Noisy Labeled Images

[pdf] 

 

 

Not only Look, but also Listen: Learning Multimodal Violence Detection under Weak Supervision

[pdf] 

[supplementary material] 

 

SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection

[pdf] 

[supplementary material] 

 

Modeling the Space of Point Landmark Constrained Diffeomorphisms

[pdf] 

 

 

PieNet: Personalized Image Enhancement Network

[pdf] 

[supplementary material] 

 

Rotational Outlier Identification in Pose Graphs Using Dual Decomposition

[pdf] 

 

 

Speech-driven Facial Animation using Cascaded GANs for Learning of Motion and Texture

[pdf] 

[supplementary material] 

 

Solving Phase Retrieval with a Learned Reference

[pdf] 

 

 

Dual Grid Net: Hand Mesh Vertex Regression from Single Depth Maps

[pdf] 

 

 

 

This is a list in the papers and reference materials accepted for ECCV 2020.

It has been compiled by the European Computer Vision Association (ECVA), a non-profit organization based in Zurich that aims to promote the dissemination of information on research on computer vision theory and practice.

 

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