Here Comes AugMax, A Data Extension Method That Overcomes Model Weaknesses!
Here Comes AugMax, A Data Extension Method That Overcomes Model Weaknesses!
Data Augmentation
Deep Learning
Multimodal Emotion Recognition From Text, Voice And Vision: Sony's Proposed M2FNet!
Multimodal Emotion Recognition From Text, Voice And Vision: Sony's Proposed M2FNet!
Emotion Recognition
How Should We Link Different Resolution Features? : D3Net Proposed By Sony
How Should We Link Different Resolution Features? : D3Net Proposed By Sony
CVPR
Increase Affine Accuracy First! Registration Using ViT: C2FViT
Increase Affine Accuracy First! Registration Using ViT: C2FViT
Medical
TSDFNet For Time Series Forecasting With An Attentive Feature Value Fusion Mechanism
TSDFNet For Time Series Forecasting With An Attentive Feature Value Fusion Mechanism
Time-series
Superior To ViT! A New Underlying Model For Large-Scale CNNs! : InternImage
Superior To ViT! A New Underlying Model For Large-Scale CNNs! : InternImage
Deep Learning
Simple But Powerful! Here Comes AugMix, A Data Extension Method That Improves Both Model Generalizability And Uncertainty!
Simple But Powerful! Here Comes AugMix, A Data Extension Method That Improves Both Model Generalizab ...
Data Augmentation
Hostile Attack Techniques By Deleting Information!
Hostile Attack Techniques By Deleting Information!
Adversarial Perturbation
StrongSORT: DeepSORT Is Back Stronger! Upgraded Tracking Model!
StrongSORT: DeepSORT Is Back Stronger! Upgraded Tracking Model!
Object Tracking
VoxelMorph: A UNet-based Registration Model For Medical Imaging!
VoxelMorph: A UNet-based Registration Model For Medical Imaging!
Medical
DualNet, A New Framework For Two Sub-network Coordination
DualNet, A New Framework For Two Sub-network Coordination
Image Recognition
Teach Augment: Optimizing Data Augmentation By Utilizing Teacher Models
Teach Augment: Optimizing Data Augmentation By Utilizing Teacher Models
Data Augmentation
GAIA, A Transition Learning System That Can Handle Any Downstream Task
GAIA, A Transition Learning System That Can Handle Any Downstream Task
Transfer Learning
GIAOTracker: Proposing A Comprehensive Framework For Multi-class, Multi-object Tracking!
GIAOTracker: Proposing A Comprehensive Framework For Multi-class, Multi-object Tracking!
Object Tracking
TimeSformer: Transformer That Captures Moving Images Beyond 3DCNN
TimeSformer: Transformer That Captures Moving Images Beyond 3DCNN
Image Recognition
What Is "Imagic" For High-definition Image Editing With One Text And One Image!
What Is "Imagic" For High-definition Image Editing With One Text And One Image!
Image Generation
Multi-agent Reinforcement Learning Algorithm That Can Handle Increasing Or Decreasing Number Of Agents
Multi-agent Reinforcement Learning Algorithm That Can Handle Increasing Or Decreasing Number Of Agen ...
Reinforcement Learning
Text To Speech Methods That Run On Fewer Computational Resources
Text To Speech Methods That Run On Fewer Computational Resources
NAS