Environment 5 Actions 1 Images 1 Physics 1 RGB Video 1 Replay data 1 Texts 1 3D 0 3d meshes 0 6D 0 Audio 0 Biology 0 Biomedical 0 Cad 0 Dialog 0 EEG 0 Financial 0 Graphs 0 Hyperspectral images 0 Interactive 0 LiDAR 0 Lyrics 0 MRI 0 Medical 0 Midi 0 Music 0 PSG 0 Parallel 0 Point cloud 0 RGB-D 0 Ranking 0 Speech 0 Stereo 0 Tables 0 Tabular 0 Time series 0 Tracking 0 Videos 0 fMRI 0

Continuous Control × Question Answering 323 Semantic Segmentation 250 Object Detection 229 Image Classification 200 Speech Recognition 194 Language Modelling 139 Text Generation 122 Text Classification 118 Pose Estimation 110 Named Entity Recognition 107 Reading Comprehension 94 Visual Question Answering 94 Action Recognition 91 Sentiment Analysis 84 Face Recognition 80 Information Retrieval 79 Text Summarization 79 Speaker Recognition 74 Machine Translation 72 Natural Language Inference 72 Domain Adaptation 71 Anomaly Detection 68 Autonomous Driving 65 Natural Language Understanding 64 Depth Estimation 63 Image Generation 63 Relation Extraction 63 Data Augmentation 62 Instance Segmentation 61 Image Retrieval 57 Link Prediction 57 Person Re-Identification 55 Image Captioning 54 Node Classification 53 Classification 52 Optical Character Recognition 51 Word Embeddings 50 Multi-Task Learning 48 Object Tracking 47 Common Sense Reasoning 45 Abstractive Text Summarization 44 Face Detection 43 Emotion Recognition 42 Temporal Action Localization 42 Coreference Resolution 41 Scene Understanding 41 Machine Reading Comprehension 40 Recommendation Systems 39 3D Reconstruction 38 Semantic Parsing 38 Graph Classification 37 Knowledge Graphs 37 Object Recognition 37 Video Understanding 37 Decision Making 36 Visual Reasoning 36 2D Semantic Segmentation 34 Medical Image Segmentation 34 3D Human Pose Estimation 33 3D Object Detection 33 Entity Linking 33 Few-Shot Learning 33 Fine-Grained Image Classification 32 Image Super-Resolution 32 Misinformation 32 Self-Supervised Learning 32 Unsupervised Domain Adaptation 32 Zero-Shot Learning 32 Facial Expression Recognition 30 Hate Speech Detection 30 Metric Learning 30 Optical Flow Estimation 30 Speech Synthesis 30 Action Detection 29 Dialogue Generation 29 Image-to-Image Translation 29 Autonomous Vehicles 28 Document Summarization 28 Activity Recognition 27 Accented Speech Recognition 26 Handwriting Recognition 26 Multi-Label Classification 26 3D Pose Estimation 25 Multi-Object Tracking 25 Neural Architecture Search 25 Sequence-to-sequence Language Modeling 25 Token Classification 25 Trajectory Prediction 25 Action Classification 24 Audio Classification 24 Code Generation 24 Continual Learning 24 Super-Resolution 24 Video Captioning 24 Video Question Answering 24 Video Retrieval 24 Fake News Detection 23 Open-Domain Question Answering 23 Part-Of-Speech Tagging 23 Question Generation 23 Skeleton Based Action Recognition 23 3D Semantic Segmentation 22 Domain Generalization 22 Face Verification 22 Music Generation 22 Emotion Classification 21 Few-Shot Image Classification 21 Human-Object Interaction Detection 21 Music Information Retrieval 21 Novel View Synthesis 21 Data-to-Text Generation 20 Drug Discovery 20 Hand Pose Estimation 20 Monocular Depth Estimation 20 Panoptic Segmentation 20 Scene Classification 20 Stance Detection 20 Visual Object Tracking 20 2D object detection 19 Object Counting 19 Crowd Counting 18 Denoising 18 Graph Clustering 18 Image Clustering 18 Image Inpainting 18 Meta-Learning 18 Relation Classification 18 Semantic Textual Similarity 18 Sound Event Detection 18 Visual Localization 18 Visual Odometry 18 2D Human Pose Estimation 17 Automatic Speech Recognition 17 Dialect Identification 17 Face Anti-Spoofing 17 Fairness 17 Imitation Learning 17 Motor Imagery Decoding (left-hand vs right-hand) 17 SMAC+ 17 Scene Text Recognition 17 Slot Filling 17 Face Alignment 16 Gesture Recognition 16 Knowledge Graph Completion 16 Quantization 16 Salient Object Detection 16 Simultaneous Localization and Mapping 16 Style Transfer 16 Task-Oriented Dialogue Systems 16 Text-To-Speech Synthesis 16 Video Prediction 16 Visual Navigation 16 Visual Tracking 16 Action Recognition In Videos 15 Age Estimation 15 Cross-Lingual Transfer 15 Cross-Modal Retrieval 15 Density Estimation 15 Image Dehazing 15 Image Denoising 15 Intent Detection 15 Language Identification 15 Paraphrase Identification 15 RGB Salient Object Detection 15 Scene Recognition 15 Sign Language Recognition 15 Speech Enhancement 15 Time Series Forecasting 15 Unsupervised Anomaly Detection 15 Word Sense Disambiguation 15 Active Learning 14 Audio Source Separation 14 Clustering Algorithms Evaluation 14 Lane Detection 14 Node Classification on Non-Homophilic (Heterophilic) Graphs 14 Out-of-Distribution Detection 14 Self-Driving Cars 14 Speech Emotion Recognition 14 Text Simplification 14 Translation 14 Zero-shot Text Search 14 3D Hand Pose Estimation 13 Action Segmentation 13 Computed Tomography (CT) 13 Deblurring 13 DeepFake Detection 13 Dependency Parsing 13 Facial Landmark Detection 13 Fact Verification 13 Gaze Estimation 13 Grammatical Error Correction 13 Graph Regression 13 Multi-Document Summarization 13 Multiple Object Tracking 13 Object Localization 13 Paraphrase Generation 13 Pedestrian Detection 13 Scene Text Detection 13 Speech Separation 13 Spoken Language Understanding 13 Transfer Learning 13 Video Object Segmentation 13 3D Action Recognition 12 3D Instance Segmentation 12 Activity Detection 12 Aspect-Based Sentiment Analysis 12 Disentanglement 12 Document Classification 12 Emotion Recognition in Conversation 12 Event Extraction 12 Human Detection 12 Intent Classification 12 Medical Diagnosis 12 Multi-Label Text Classification 12 NER 12 Robotic Grasping 12 Sentence Classification 12 Stereo Matching 12 Stochastic Optimization 12 Time Series 12 Video Classification 12 Vision and Language Navigation 12 Weakly Supervised Object Detection 12 3D Face Reconstruction 11 Animal Pose Estimation 11 Binarization 11 Entity Resolution 11 Generalized Zero-Shot Learning 11 Hand Gesture Recognition 11 Image Enhancement 11 Imputation 11 Learning with noisy labels 11 Math Word Problem Solving 11 Nested Named Entity Recognition 11 Relational Reasoning 11 Saliency Detection 11 Sarcasm Detection 11 Semi-Supervised Image Classification 11 Video Frame Interpolation 11 Video Super-Resolution 11 Visual Place Recognition 11 6D Pose Estimation 10 Acoustic Scene Classification 10 Answer Selection 10 COVID-19 Diagnosis 10 Cell Segmentation 10 Code Search 10 Conversational Response Selection 10 Dimensionality Reduction 10 Entity Disambiguation 10 Entity Typing 10 Graph Embedding 10 Handwriting generation 10 Image Compression 10 Image Restoration 10 Lesion Segmentation 10 Long-tail Learning 10 Motion Forecasting 10 Open-Domain Dialog 10 Referring Expression Segmentation 10 Robot Navigation 10 Sentence Embeddings 10 Weather Forecasting 10 motion prediction 10 3D Human Reconstruction 9 Abusive Language 9 Automatic Post-Editing 9 Color Image Denoising 9 Column Type Annotation 9 Community Detection 9 Contrastive Learning 9 Depth Completion 9 Dialogue State Tracking 9 Face Swapping 9 Fact Checking 9 Federated Learning 9 Generalizable Person Re-identification 9 Handwritten Text Recognition 9 Hierarchical Multi-label Classification 9 Image Quality Assessment 9 Image Segmentation 9 Joint Entity and Relation Extraction 9 Knowledge Base Question Answering 9 Learning-To-Rank 9 Low-Light Image Enhancement 9 Multi-class Classification 9 Object Detection In Indoor Scenes 9 Outlier Detection 9 Prompt Engineering 9 Real-Time Semantic Segmentation 9 Semantic Role Labeling 9 Semantic Similarity 9 Semi-Supervised Video Object Segmentation 9 Text-Image Retrieval 9 Vehicle Re-Identification 9 Video Generation 9 Video Quality Assessment 9 Video Summarization 9 Visual Dialog 9 reinforcement Learning 9 Action Anticipation 8 Adversarial Attack 8 Citation Recommendation 8 Dialogue Understanding 8 Discourse Parsing 8 Driver Attention Monitoring 8 Edge Detection 8 Explainable artificial intelligence 8 General Classification 8 Head Pose Estimation 8 Human Part Segmentation 8 Human action generation 8 Hyperspectral Image Classification 8 Image Registration 8 Image/Document Clustering 8 Incremental Learning 8 KG-to-Text Generation 8 Keypoint Detection 8 Keyword Spotting 8 Motion Estimation 8 Multimodal Deep Learning 8 Person Search 8 Point Cloud Registration 8 Real-Time Object Detection 8 Retrieval 8 Small Data Image Classification 8 Table annotation 8 Temporal Tagging 8 Trajectory Forecasting 8 Video Inpainting 8 Video Segmentation 8 3D Depth Estimation 7 3D Object Recognition 7 3D Object Tracking 7 3D Shape Reconstruction 7 Action Quality Assessment 7 Ad-hoc video search 7 Adversarial Robustness 7 Audio Tagging 7 AutoML 7 Automated Theorem Proving 7 Blind Super-Resolution 7 Boundary Detection 7 Change Detection 7 Chinese Reading Comprehension 7 Code Summarization 7 Colorectal Polyps Characterization 7 Colorization 7 Conditional Image Generation 7 Conversational Question Answering 7 Disaster Response 7 Document Layout Analysis 7 Event Detection 7 Extreme Summarization 7 Face Identification 7 Few-Shot Object Detection 7 Fine-Grained Image Recognition 7 Font Recognition 7 Gait Recognition 7 General Reinforcement Learning 7 Graph Matching 7 Homography Estimation 7 Human Behavior Forecasting 7 Image Matting 7 Image Reconstruction 7 Interactive Segmentation 7 Lesion Classification 7 License Plate Recognition 7 Lipreading 7 Molecular Property Prediction 7 Motion Segmentation 7 Multi-agent Reinforcement Learning 7 Multimodal Activity Recognition 7 Opinion Mining 7 Single Image Dehazing 7 Source Code Summarization 7 Speaker Diarization 7 Surface Normals Estimation 7 Table Detection 7 Text-To-Sql 7 Traffic Sign Recognition 7 Unsupervised Semantic Segmentation 7 Unsupervised Semantic Segmentation with Language-image Pre-training 7 Unsupervised Video Object Segmentation 7 Video Object Detection 7 3D Medical Imaging Segmentation 6 AMR Parsing 6 Abnormal Event Detection In Video 6 Atari Games 6 Audio Generation 6 Bayesian Inference 6 Breast Cancer Detection 6 Community Question Answering 6 Constituency Parsing 6 Cross-Lingual Question Answering 6 Dialogue Act Classification 6 Dictionary Learning 6 Document Ranking 6 EEG 6 Environmental Sound Classification 6 Explanation Generation 6 Feature Engineering 6 Few-Shot Relation Classification 6 Food Recognition 6 Formation Energy 6 Fraud Detection 6 Goal-Oriented Dialog 6 Hand-Gesture Recognition 6 LIDAR Semantic Segmentation 6 License Plate Detection 6 Lip Reading 6 Mathematical Question Answering 6 Multiple Instance Learning 6 Multivariate Time Series Forecasting 6 Multivariate Time Series Imputation 6 Music Transcription 6 News Classification 6 Node Clustering 6 Passage Retrieval 6 Product Recommendation 6 Program Repair 6 Robust Object Detection 6 Scene Segmentation 6 Sign Language Translation 6 Text-to-Image Generation 6 Time Series Prediction 6 Tumor Segmentation 6 Video Object Tracking 6 Video Recognition 6 Video-Based Person Re-Identification 6 Virtual Try-on 6 3D Absolute Human Pose Estimation 5 3D Classification 5 3D Face Modelling 5 3D Human Shape Estimation 5 3D Multi-Object Tracking 5 3D Point Cloud Classification 5 AMR-to-Text Generation 5 Adversarial Defense 5 Aesthetics Quality Assessment 5 Anomaly Detection In Surveillance Videos 5 Argument Mining 5 Autonomous Navigation 5 Band Gap 5 Bias Detection 5 Biomedical Information Retrieval 5 Body Detection 5 Brain Tumor Segmentation 5 Causal Inference 5 Change Point Detection 5 Chart Question Answering 5 Chatbot 5 Chinese Named Entity Recognition 5 Class-agnostic Object Detection 5 Click-Through Rate Prediction 5 Code Documentation Generation 5 Content-Based Image Retrieval 5 Core set discovery 5 Defect Detection 5 Dense Video Captioning 5 Document Text Classification 5 Entity Alignment 5 Event-based vision 5 Extractive Text Summarization 5 Face Model 5 Face Presentation Attack Detection 5 Face Sketch Synthesis 5 Feature Importance 5 Few-Shot Audio Classification 5 Fine-Grained Visual Categorization 5 Fine-Grained Visual Recognition 5 Genre classification 5 Graph Generation 5 Graph Learning 5 Handwriting Verification 5 Handwritten Digit Recognition 5 Heart rate estimation 5 Human Interaction Recognition 5 Image Deblurring 5 JPEG Artifact Correction 5 Joint Demosaicing and Denoising 5 Keyword Extraction 5 Language Acquisition 5 Lexical Entailment 5 Line Segment Detection 5 Low-Resource Neural Machine Translation 5 Material Recognition 5 Medical Image Registration 5 Medical Named Entity Recognition 5 Medical Relation Extraction 5 Motion Synthesis 5 Multi-Label Learning 5 Multi-Person Pose Estimation 5 Multimodal Emotion Recognition 5 Music Source Separation 5 Noise Level Prediction 5 Offline RL 5 imbalanced classification 5

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