Audio 2 Images 1 Medical 1 Videos 1 3D 0 3d meshes 0 6D 0 Actions 0 Biology 0 Biomedical 0 Cad 0 Dialog 0 EEG 0 Environment 0 Financial 0 Graphs 0 Hyperspectral images 0 Interactive 0 LiDAR 0 Lyrics 0 MRI 0 Midi 0 Music 0 PSG 0 Parallel 0 Physics 0 Point cloud 0 RGB Video 0 RGB-D 0 Ranking 0 Replay data 0 Speech 0 Stereo 0 Tables 0 Tabular 0 Texts 0 Time series 0 Tracking 0 fMRI 0

Contrastive Learning × Question Answering 289 Semantic Segmentation 217 Object Detection 205 Speech Recognition 180 Image Classification 175 Language Modelling 129 Text Classification 95 Pose Estimation 94 Named Entity Recognition 92 Reading Comprehension 89 Action Recognition 83 Visual Question Answering 78 Face Recognition 76 Sentiment Analysis 73 Speaker Recognition 70 Text Generation 70 Domain Adaptation 67 Information Retrieval 65 Natural Language Inference 64 Machine Translation 61 Data Augmentation 60 Text Summarization 60 Autonomous Driving 59 Depth Estimation 55 Image Generation 55 Natural Language Understanding 55 Relation Extraction 54 Anomaly Detection 52 Link Prediction 51 Instance Segmentation 49 Person Re-Identification 49 Word Embeddings 49 Image Captioning 48 Image Retrieval 46 Optical Character Recognition 46 Multi-Task Learning 41 Scene Understanding 39 Temporal Action Localization 39 Abstractive Text Summarization 38 Common Sense Reasoning 37 Coreference Resolution 37 Face Detection 37 Machine Reading Comprehension 37 Recommendation Systems 37 Object Tracking 36 Semantic Parsing 36 Decision Making 35 Knowledge Graphs 34 Node Classification 34 Object Recognition 34 Emotion Recognition 33 Graph Classification 33 Medical Image Segmentation 33 Misinformation 31 Video Understanding 31 3D Reconstruction 30 Image Super-Resolution 30 2D Semantic Segmentation 29 Image-to-Image Translation 29 Optical Flow Estimation 29 Fine-Grained Image Classification 28 Speech Synthesis 28 3D Human Pose Estimation 27 Entity Linking 27 3D Object Detection 26 Accented Speech Recognition 26 Document Summarization 26 Self-Supervised Learning 26 Action Detection 25 Autonomous Vehicles 25 Few-Shot Learning 25 Metric Learning 25 Neural Architecture Search 25 Visual Reasoning 25 Activity Recognition 24 Facial Expression Recognition 24 Handwriting Recognition 24 Multi-Label Classification 24 Dialogue Generation 23 Fake News Detection 23 Hate Speech Detection 23 Super-Resolution 23 Trajectory Prediction 23 Continual Learning 22 Unsupervised Domain Adaptation 22 Video Captioning 22 Zero-Shot Learning 22 3D Pose Estimation 21 Code Generation 21 Face Verification 21 Action Classification 20 Domain Generalization 20 Part-Of-Speech Tagging 20 Scene Classification 20 Skeleton Based Action Recognition 20 Video Retrieval 20 Drug Discovery 19 Few-Shot Image Classification 19 Open-Domain Question Answering 19 Question Generation 19 3D Semantic Segmentation 18 Crowd Counting 18 Data-to-Text Generation 18 Hand Pose Estimation 18 Human-Object Interaction Detection 18 Image Clustering 18 Multi-Object Tracking 18 Stance Detection 18 Video Question Answering 18 Audio Classification 17 Denoising 17 Face Anti-Spoofing 17 Graph Clustering 17 Music Information Retrieval 17 Sequence-to-sequence Language Modeling 17 Sound Event Detection 17 Emotion Classification 16 Face Alignment 16 Imitation Learning 16 Meta-Learning 16 Monocular Depth Estimation 16 Music Generation 16 Object Counting 16 Paraphrase Identification 16 Relation Classification 16 Salient Object Detection 16 Scene Text Recognition 16 Semantic Textual Similarity 16 Video Prediction 16 Visual Localization 16 Visual Object Tracking 16 Visual Tracking 16 Classification 15 Cross-Lingual Transfer 15 Gesture Recognition 15 Image Inpainting 15 Panoptic Segmentation 15 Sign Language Recognition 15 Speech Enhancement 15 Visual Odometry 15 Word Sense Disambiguation 15 Active Learning 14 Cross-Modal Retrieval 14 Density Estimation 14 Dialect Identification 14 Fairness 14 Image Dehazing 14 Image Denoising 14 Language Identification 14 Multi-Document Summarization 14 Out-of-Distribution Detection 14 RGB Salient Object Detection 14 Scene Recognition 14 Simultaneous Localization and Mapping 14 Style Transfer 14 Task-Oriented Dialogue Systems 14 2D Human Pose Estimation 13 3D Hand Pose Estimation 13 Age Estimation 13 Computed Tomography (CT) 13 Fact Verification 13 Lane Detection 13 Novel View Synthesis 13 Scene Text Detection 13 Token Classification 13 Visual Navigation 13 Activity Detection 12 Audio Source Separation 12 COVID-19 Diagnosis 12 Document Classification 12 Intent Detection 12 Object Localization 12 Paraphrase Generation 12 Pedestrian Detection 12 Quantization 12 Robotic Grasping 12 Saliency Detection 12 Slot Filling 12 Speech Separation 12 Stereo Matching 12 Stochastic Optimization 12 Text-To-Speech Synthesis 12 Video Classification 12 Vision and Language Navigation 12 Weakly Supervised Object Detection 12 3D Face Reconstruction 11 3D Instance Segmentation 11 Action Recognition In Videos 11 Aspect-Based Sentiment Analysis 11 Clustering Algorithms Evaluation 11 Deblurring 11 DeepFake Detection 11 Dependency Parsing 11 Disentanglement 11 Gaze Estimation 11 Graph Regression 11 Hand Gesture Recognition 11 Human Detection 11 Knowledge Graph Completion 11 Multi-Label Text Classification 11 Referring Expression Segmentation 11 Self-Driving Cars 11 Semi-Supervised Image Classification 11 Sentence Embeddings 11 Text Simplification 11 Unsupervised Anomaly Detection 11 Action Segmentation 10 Cell Segmentation 10 Conversational Response Selection 10 Dimensionality Reduction 10 Emotion Recognition in Conversation 10 Facial Landmark Detection 10 Graph Embedding 10 Image Compression 10 Imputation 10 Intent Classification 10 Medical Diagnosis 10 Multiple Object Tracking 10 Nested Named Entity Recognition 10 Outlier Detection 10 Real-Time Semantic Segmentation 10 Relational Reasoning 10 Sentence Classification 10 Time Series Forecasting 10 Visual Place Recognition 10 Weather Forecasting 10 Animal Pose Estimation 9 Automatic Post-Editing 9 Code Search 9 Color Image Denoising 9 Depth Completion 9 Entity Disambiguation 9 Grammatical Error Correction 9 Handwriting generation 9 Image Enhancement 9 Image Restoration 9 Learning with noisy labels 9 Learning-To-Rank 9 Lesion Segmentation 9 Object Detection In Indoor Scenes 9 Person Search 9 Real-Time Object Detection 9 Robot Navigation 9 Semantic Similarity 9 Transfer Learning 9 Video Frame Interpolation 9 Video Summarization 9 Visual Dialog 9 2D object detection 8 3D Action Recognition 8 Acoustic Scene Classification 8 Community Detection 8 Dialogue State Tracking 8 Event Extraction 8 Face Swapping 8 Federated Learning 8 General Classification 8 Generalized Zero-Shot Learning 8 Hierarchical Multi-label Classification 8 Human Part Segmentation 8 Image/Document Clustering 8 Keypoint Detection 8 Knowledge Base Question Answering 8 Long-tail Learning 8 Low-Light Image Enhancement 8 Motion Estimation 8 Multivariate Time Series Forecasting 8 NER 8 Open-Domain Dialog 8 Sarcasm Detection 8 Semantic Role Labeling 8 Small Data Image Classification 8 Spoken Language Understanding 8 Text-To-Sql 8 Trajectory Forecasting 8 Vehicle Re-Identification 8 Video Generation 8 motion prediction 8 6D Pose Estimation 7 Abusive Language 7 Ad-hoc video search 7 Adversarial Attack 7 Adversarial Robustness 7 Answer Selection 7 Automated Theorem Proving 7 Brain Tumor Segmentation 7 Chinese Reading Comprehension 7 Code Summarization 7 Colorectal Polyps Characterization 7 Continuous Control 7 Disaster Response 7 Document Layout Analysis 7 Edge Detection 7 Entity Resolution 7 Entity Typing 7 Explainable artificial intelligence 7 Face Identification 7 Font Recognition 7 Gait Recognition 7 Handwritten Text Recognition 7 Homography Estimation 7 Human action generation 7 Image Matting 7 Image Reconstruction 7 Incremental Learning 7 Interactive Segmentation 7 KG-to-Text Generation 7 Keyword Spotting 7 Lesion Classification 7 Lipreading 7 Math Word Problem Solving 7 Motion Segmentation 7 Multi-class Classification 7 Multimodal Activity Recognition 7 Multiple Instance Learning 7 Multivariate Time Series Imputation 7 Node Clustering 7 Open Information Extraction 7 Opinion Mining 7 Point Cloud Registration 7 Pose Prediction 7 Sign Language Translation 7 Source Code Summarization 7 Unsupervised Video Object Segmentation 7 Video Quality Assessment 7 Video Super-Resolution 7 3D Classification 6 3D Human Reconstruction 6 3D Object Recognition 6 AMR Parsing 6 Abnormal Event Detection In Video 6 Action Anticipation 6 Adversarial Defense 6 Atari Games 6 Audio Generation 6 Audio Tagging 6 AutoML 6 Bayesian Inference 6 Blind Super-Resolution 6 Community Question Answering 6 Conditional Image Generation 6 Constituency Parsing 6 Conversational Question Answering 6 Cross-Lingual Question Answering 6 Dialogue Understanding 6 Dictionary Learning 6 Discourse Parsing 6 Document Ranking 6 Extreme Summarization 6 Fact Checking 6 Feature Engineering 6 Few-Shot Relation Classification 6 Food Recognition 6 Generalizable Person Re-identification 6 Goal-Oriented Dialog 6 Graph Matching 6 Hand-Gesture Recognition 6 Human Behavior Forecasting 6 Hyperspectral Image Classification 6 Image Quality Assessment 6 Image Registration 6 Joint Entity and Relation Extraction 6 License Plate Recognition 6 Lip Reading 6 Mathematical Question Answering 6 Multi-Person Pose Estimation 6 Multimodal Emotion Recognition 6 Multimodal Sentiment Analysis 6 Music Modeling 6 Music Source Separation 6 Music Transcription 6 Network Intrusion Detection 6 News Classification 6 Offline RL 6 Product Recommendation 6 Program Repair 6 RGB-D Salient Object Detection 6 Scene Segmentation 6 Scientific Document Summarization 6 Semi-Supervised Video Object Segmentation 6 Sentence Embedding 6 Single Image Dehazing 6 Speaker Diarization 6 Speech Emotion Recognition 6 Table Detection 6 Text-to-Image Generation 6 Time Series 6 Unsupervised Semantic Segmentation 6 Video Inpainting 6 Video Object Segmentation 6 Video Recognition 6 Video-Based Person Re-Identification 6 3D Absolute Human Pose Estimation 5 3D Depth Estimation 5 3D FACE MODELING 5 3D Medical Imaging Segmentation 5 3D Point Cloud Classification 5 AMR-to-Text Generation 5 Action Quality Assessment 5 Aesthetics Quality Assessment 5 Automatic Speech Recognition 5 Binarization 5 Boundary Detection 5 Change Point Detection 5 Chatbot 5 Chinese Named Entity Recognition 5 Citation Recommendation 5 Class-agnostic Object Detection 5 Code Documentation Generation 5 Colorization 5 Content-Based Image Retrieval 5 Core set discovery 5 Dense Video Captioning 5 Dialogue Act Classification 5 Driver Attention Monitoring 5 EEG 5 Face Model 5 Face Presentation Attack Detection 5 Face Sketch Synthesis 5 Feature Importance 5 Few-Shot Audio Classification 5 Few-Shot Object Detection 5 Fine-Grained Image Recognition 5 Fine-Grained Visual Categorization 5 Fine-Grained Visual Recognition 5 Graph Generation 5 Head Pose Estimation 5 Human Interaction Recognition 5 JPEG Artifact Correction 5 Language Acquisition 5 Lexical Entailment 5 License Plate Detection 5 Line Segment Detection 5 Medical Image Registration 5 Medical Named Entity Recognition 5 Medical Relation Extraction 5 Morphological Analysis 5 Multi-Modal Document Classification 5 Multi-agent Reinforcement Learning 5 Multimodal Deep Learning 5 Music Classification 5 Natural Language Visual Grounding 5 Network Pruning 5 Noise Level Prediction 5 Object Detection In Aerial Images 5 Object Proposal Generation 5 Online Multi-Object Tracking 5 Optical Charater Recogntion 5 Partial Domain Adaptation 5 Pedestrian Attribute Recognition 5 Physical Simulations 5 Pose Tracking 5 Probabilistic Deep Learning 5 Program Synthesis 5 Referring Expression Comprehension 5 Region Proposal 5 Scene Generation 5 Semantic correspondence 5 Starcraft 5 Table-to-Text Generation 5 Time Series Analysis 5 Time Series Classification 5 Traffic Prediction 5 Unsupervised Person Re-Identification 5 Video Object Detection 5 Video Segmentation 5 3D Face Animation 4 3D Feature Matching 4 3D Multi-Object Tracking 4 3D Multi-Person Pose Estimation 4 3D Object Tracking 4 3D Shape Reconstruction 4 6D Pose Estimation using RGB 4 Action Triplet Recognition 4 Action Understanding 4 Age And Gender Classification 4 Autonomous Navigation 4 Bias Detection 4 Biomedical Information Retrieval 4 Brain Segmentation 4 Causal Inference 4 Classification with Binary Weight Network 4 Click-Through Rate Prediction 4 Clinical Concept Extraction 4 Code Classification 4 Code Completion 4 Code Translation 4 Color Constancy 4 Compressive Sensing 4 Cross-Lingual NER 4 Defect Detection 4 Discourse Segmentation 4 Document Text Classification 4 Egocentric Activity Recognition 4 Environmental Sound Classification 4 Event-based vision 4 Extractive Text Summarization 4 Face Generation 4 Gaze Prediction 4

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