Should Cross-entropy Be Used In Classification Tasks?
Should Cross-entropy Be Used In Classification Tasks?
Deep Learning
Articles
BERT For Speech Recognition
BERT For Speech Recognition
BERT
Efficient Transformer's Exclusive Benchmark "Long Range Area" Is Now Available!
Efficient Transformer's Exclusive Benchmark "Long Range Area" Is Now Available!
Transformer
Real-time Facial Expression Recognition Realized By Compressed Video-based System!
Real-time Facial Expression Recognition Realized By Compressed Video-based System!
Image Recognition
You Can Now EASILY Train 10x Bigger Models On Your GPU Using 'ZERO-Offload' !!
You Can Now EASILY Train 10x Bigger Models On Your GPU Using 'ZERO-Offload' !!
Deep Learning
A New Algorithm For Solving Complex Tasks By Partitioning The Reinforcement Learning Task!
A New Algorithm For Solving Complex Tasks By Partitioning The Reinforcement Learning Task!
Reinforcement Learning
TrackFormer! Multi-Object Tracking With Transformers
TrackFormer! Multi-Object Tracking With Transformers
Transformer
Can We Protect The Privacy Of Deep Learning Models?
Can We Protect The Privacy Of Deep Learning Models?
Deep Learning
All Good Things Come To An End: Goodbye Batch Normalization！
All Good Things Come To An End: Goodbye Batch Normalization！
Image Recognition
Unsupervised Reinforcement Learning With Expert Demonstration!
Unsupervised Reinforcement Learning With Expert Demonstration!
Reinforcement Learning
A Major Risk In Giant Language Models? ! Here's An Important Paper That Shows The Vulnerability Of Information Leaking From Giant ...
A Major Risk In Giant Language Models? ! Here's An Important Paper That Shows The Vulnerability Of I ...
Natural Language Processing
Can You Protect Your Data From Deep Learning?
Can You Protect Your Data From Deep Learning?
Privacy
![[Infinite Nature] Au](https://aisholar.s3.ap-northeast-1.amazonaws.com/media/February2021/ezgif.com-gif-maker_4_-520x300.gif)
[Infinite Nature] Automatic Generation Of Image Video From A Single Image! What Is Google's Outrageous Research?
[Infinite Nature] Automatic Generation Of Image Video From A Single Image! What Is Google's Outrageo ...
GAN (Hostile Generation Network)
Face Spoofing Detection Using Disentangled Representation Learning
Face Spoofing Detection Using Disentangled Representation Learning
Face Recognition
Task-Relevant Adversarial Imitation Learning: Is GAIL Obsolete?
Task-Relevant Adversarial Imitation Learning: Is GAIL Obsolete?
Other
Collaboration Between Economics And Deep Learning! Calculating The Contribution Of Each Neuron In Various Metrics!
Collaboration Between Economics And Deep Learning! Calculating The Contribution Of Each Neuron In Va ...
Neural Network
VGG Is Back!
VGG Is Back!
Image Recognition
Annotation With Only YES Or NO! A Very Efficient One-bit Annotation Proposal!
Annotation With Only YES Or NO! A Very Efficient One-bit Annotation Proposal!
Semi-supervised
Wavelet Diffusion: The Fastest Diffusion Model
Wavelet Diffusion: The Fastest Diffusion Model
Image Generation
Improved Accuracy And Transparency Of Face Recognition With ChatGPT, New Developments In Soft Biometrics
Improved Accuracy And Transparency Of Face Recognition With ChatGPT, New Developments In Soft Biomet ...
Large Language Models
![[RL-GPT] A Framework](https://aisholar.s3.ap-northeast-1.amazonaws.com/media/March2024/rl-gpt-520x300.png)
[RL-GPT] A Framework To Acquire Diamonds Several Times Faster Than Usual With Mincraft Is Now Available
[RL-GPT] A Framework To Acquire Diamonds Several Times Faster Than Usual With Mincraft Is Now Availa ...
Machine Learning
A Framework Is Now Available That Allows LLMs To Assess Human Personality Using The MBTI!
A Framework Is Now Available That Allows LLMs To Assess Human Personality Using The MBTI!
ChatGPT
Graphs Are So Awesome! Review Of Integration With Deep Learning
Graphs Are So Awesome! Review Of Integration With Deep Learning
GNN
Mask R-CNN: Efficient Detection Of Objects In Images
Mask R-CNN: Efficient Detection Of Objects In Images
Computer Vision
Me-LLaMA, A New Open-source Large-scale Language Model For The Medical Field
Me-LLaMA, A New Open-source Large-scale Language Model For The Medical Field
Large Language Models
The Latest Comprehensive Review Of Activation Functions!
The Latest Comprehensive Review Of Activation Functions!
Survey
Healing The Heart With Words, The Potential Of Large-Scale Language Models In Mental Health Care
Healing The Heart With Words, The Potential Of Large-Scale Language Models In Mental Health Care
Large Language Models
Systematic Investigation Of Gen-RecSys, A Recommender System Evolving With Generative And Large-scale Language Models
Systematic Investigation Of Gen-RecSys, A Recommender System Evolving With Generative And Large-scal ...
Large Language Models
Understanding The Behavior Of Contrastive Loss
Understanding The Behavior Of Contrastive Loss
Contrastive Learning
Easy! High Accuracy! Attractiveness Of The Anomaly Detection Model PatchCore
Easy! High Accuracy! Attractiveness Of The Anomaly Detection Model PatchCore
Object Detection
![[DPO] A Method For D](https://aisholar.s3.ap-northeast-1.amazonaws.com/media/January2024/direct_preference_optimization-520x300.png)
[DPO] A Method For Directly Matching Large-scale Language Models To User Preferences Without Using Reinforcement Learning
[DPO] A Method For Directly Matching Large-scale Language Models To User Preferences Without Using R ...
RLHF
![[Swin Transformer] T](https://aisholar.s3.ap-northeast-1.amazonaws.com/media/February2024/swin_transformer-520x300.png)
[Swin Transformer] Transformer-based Image Recognition Models To Keep Now!
[Swin Transformer] Transformer-based Image Recognition Models To Keep Now!
Image Recognition