Images 16 Texts 2 3D 1 Point cloud 1 RGB-D 1 3d meshes 0 6D 0 Actions 0 Audio 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 Medical 0 Midi 0 Music 0 PSG 0 Parallel 0 Physics 0 RGB Video 0 Ranking 0 Replay data 0 Speech 0 Stereo 0 Tables 0 Tabular 0 Time series 0 Tracking 0 Videos 0 fMRI 0

Out-of-Distribution Detection × Question Answering 351 Semantic Segmentation 292 Object Detection 244 Image Classification 232 Language Modelling 149 Text Generation 141 Text Classification 134 Named Entity Recognition (NER) 118 Pose Estimation 112 Visual Question Answering (VQA) 107 Classification 103 Action Recognition 102 Reading Comprehension 96 Domain Adaptation 86 Sentiment Analysis 86 Anomaly Detection 85 Speech Recognition 85 Text Summarization 84 Information Retrieval 81 Instance Segmentation 76 Machine Translation 76 Natural Language Inference 73 Image Retrieval 72 Depth Estimation 70 Relation Extraction 70 Natural Language Understanding 68 Autonomous Driving 65 Image Generation 65 Data Augmentation 63 Face Recognition 63 Image Captioning 62 Link Prediction 60 Node Classification 58 Object Tracking 55 Person Re-Identification 55 3D Reconstruction 53 Multi-Task Learning 52 Word Embeddings 52 2D Semantic Segmentation 51 Common Sense Reasoning 51 3D Object Detection 48 2D Object Detection 47 Abstractive Text Summarization 47 Recommendation Systems 46 3D Human Pose Estimation 43 Coreference Resolution 43 Medical Image Segmentation 43 Emotion Recognition 42 Optical Character Recognition (OCR) 42 Scene Understanding 42 Temporal Action Localization 42 Knowledge Graphs 41 Visual Reasoning 41 Machine Reading Comprehension 40 Self-Supervised Learning 40 Semantic Parsing 40 Graph Classification 39 Object Recognition 39 Video Understanding 39 Decision Making 38 Misinformation 38 Hate Speech Detection 37 Image Super-Resolution 37 Entity Linking 36 Face Detection 35 Action Detection 34 Few-Shot Learning 34 Fine-Grained Image Classification 34 Code Generation 33 Multi-Object Tracking 33 Optical Flow Estimation 33 Metric Learning 31 Unsupervised Domain Adaptation 31 Audio Classification 30 Dialogue Generation 30 Novel View Synthesis 30 3D Pose Estimation 29 3D Semantic Segmentation 29 Image-to-Image Translation 29 Stance Detection 29 Trajectory Prediction 29 Video Captioning 29 Action Classification 28 Document Summarization 28 Facial Expression Recognition (FER) 28 Skeleton Based Action Recognition 28 Video Retrieval 28 Activity Recognition 27 Autonomous Vehicles 27 Continual Learning 27 Multi-Label Classification 27 Panoptic Segmentation 27 Video Question Answering 27 Domain Generalization 25 Fake News Detection 25 Monocular Depth Estimation 25 Part-Of-Speech Tagging 25 Sequence-to-sequence Language Modeling 25 Token Classification 25 Visual Tracking 25 Zero-Shot Learning 25 Neural Architecture Search 24 Open-Domain Question Answering 24 Video Prediction 24 Automatic Speech Recognition (ASR) 23 Music Generation 23 Music Information Retrieval 23 Drug Discovery 22 Emotion Classification 22 Face Verification 22 Hand Pose Estimation 22 Human-Object Interaction Detection 22 NER 22 Question Generation 22 Scene Text Recognition 22 Visual Object Tracking 22 2D Human Pose Estimation 21 Cross-Modal Retrieval 21 Image Clustering 21 Relation Classification 21 Data-to-Text Generation 20 Denoising 20 Fairness 20 Few-Shot Image Classification 20 Handwriting Recognition 20 Intent Detection 20 Low-Light Image Enhancement 20 Object Counting 20 Retrieval 20 Scene Classification 20 Time Series Forecasting 20 Unsupervised Anomaly Detection 20 Visual Odometry 20 Crowd Counting 19 Meta-Learning 19 Slot Filling 19 Speech Synthesis 19 Visual Localization 19 Visual Place Recognition 19 Age Estimation 18 Aspect-Based Sentiment Analysis (ABSA) 18 Graph Clustering 18 Image Segmentation 18 Imitation Learning 18 Semantic Textual Similarity 18 Sign Language Recognition 18 Simultaneous Localization and Mapping 18 Sound Event Detection 18 Task-Oriented Dialogue Systems 18 Text Simplification 18 Face Alignment 17 Motor Imagery Decoding (left-hand vs right-hand) 17 SMAC+ 17 Speech Enhancement 17 Time Series Analysis 17 Word Sense Disambiguation 17 3D Hand Pose Estimation 16 Animal Pose Estimation 16 Binarization 16 Cell Segmentation 16 DeepFake Detection 16 Image Dehazing 16 Image Inpainting 16 Knowledge Graph Completion 16 Language Identification 16 Paraphrase Identification 16 Quantization 16 RGB Salient Object Detection 16 Salient Object Detection 16 Speech Emotion Recognition 16 Style Transfer 16 Super-Resolution 16 Text-to-Image Generation 16 Video Object Segmentation 16 6D Pose Estimation 15 Action Recognition In Videos 15 Action Segmentation 15 Cross-Lingual Transfer 15 Gaze Estimation 15 Image Denoising 15 Long-tail Learning 15 Medical Diagnosis 15 Multiple Object Tracking 15 Named Entity Recognition 15 Object Localization 15 Robotic Grasping 15 Scene Recognition 15 Scene Text Detection 15 Stereo Matching 15 Text-To-Speech Synthesis 15 Translation 15 Video Classification 15 Visual Navigation 15 Active Learning 14 Audio Source Separation 14 Computed Tomography (CT) 14 Density Estimation 14 Document Classification 14 Event Extraction 14 Face Anti-Spoofing 14 Fact Verification 14 Gesture Recognition 14 Grammatical Error Correction 14 Graph Regression 14 Lane Detection 14 Math Word Problem Solving 14 Node Classification on Non-Homophilic (Heterophilic) Graphs 14 Paraphrase Generation 14 Self-Driving Cars 14 Speech Separation 14 Traffic Prediction 14 3D Action Recognition 13 3D Instance Segmentation 13 Change Detection 13 Clustering Algorithms Evaluation 13 Deblurring 13 Dependency Parsing 13 Emotion Recognition in Conversation 13 Facial Landmark Detection 13 Hand Gesture Recognition 13 Image Enhancement 13 Intent Classification 13 Multi-Document Summarization 13 Multimodal Deep Learning 13 Pedestrian Detection 13 Reinforcement Learning (RL) 13 Robot Navigation 13 Sentence Classification 13 Spoken Language Understanding 13 Video Generation 13 3D Human Reconstruction 12 Activity Detection 12 Disentanglement 12 Human Detection 12 Learning with noisy labels 12 Lesion Segmentation 12 License Plate Recognition 12 Node Clustering 12 Open Information Extraction 12 Sarcasm Detection 12 Semantic Role Labeling 12 Semi-Supervised Image Classification 12 Semi-Supervised Video Object Segmentation 12 Single-View 3D Reconstruction 12 Transfer Learning 12 Weather Forecasting 12 3D Object Tracking 11 COVID-19 Diagnosis 11 Contrastive Learning 11 Dialogue State Tracking 11 Entity Resolution 11 Image Restoration 11 Motion Forecasting 11 Real-Time Semantic Segmentation 11 Relational Reasoning 11 Saliency Detection 11 Sign Language Translation 11 Text-To-SQL 11 Video Frame Interpolation 11 Video Quality Assessment 11 Video Super-Resolution 11 Vision and Language Navigation 11 Weakly Supervised Object Detection 11 Zero-shot Text Search 11 motion prediction 11 3D Classification 10 3D Face Reconstruction 10 Acoustic Scene Classification 10 Answer Selection 10 Automatic Post-Editing 10 Automatic Speech Recognition 10 Code Search 10 Conversational Response Selection 10 Depth Completion 10 Dimensionality Reduction 10 Entity Disambiguation 10 Entity Typing 10 Federated Learning 10 Graph Embedding 10 Graph Matching 10 Handwriting generation 10 Image Quality Assessment 10 Image Registration 10 Imputation 10 Logical Reasoning 10 Mathematical Reasoning 10 Multi-Label Text Classification 10 Multi-class Classification 10 Nested Named Entity Recognition 10 Object Detection In Indoor Scenes 10 Open-Domain Dialog 10 Referring Expression Segmentation 10 Semi-Supervised Semantic Segmentation 10 Sentence Embeddings 10 Surface Normals Estimation 10 Time Series Prediction 10 Unsupervised Object Segmentation 10 Video Summarization 10 Virtual Try-on 10 Visual Dialog 10 Abusive Language 9 Adversarial Attack 9 Citation Recommendation 9 Column Type Annotation 9 Community Detection 9 Continuous Control 9 Dialogue Understanding 9 Document Layout Analysis 9 Edge Detection 9 Event-based vision 9 Face Swapping 9 Facial Attribute Classification 9 Few-Shot Audio Classification 9 Font Recognition 9 Generalizable Person Re-identification 9 Generalized Zero-Shot Learning 9 Handwritten Text Recognition 9 Joint Entity and Relation Extraction 9 License Plate Detection 9 News Classification 9 Opinion Mining 9 Outlier Detection 9 Point Cloud Registration 9 Prompt Engineering 9 Semantic Similarity 9 Stochastic Optimization 9 Text Retrieval 9 Time Series Classification 9 Topic Models 9 Trajectory Forecasting 9 Unsupervised Person Re-Identification 9 Video Inpainting 9 Video Object Detection 9 Visual Question Answering 9 2D Pose Estimation 8 3D Depth Estimation 8 3D Medical Imaging Segmentation 8 3D Object Recognition 8 3D Shape Reconstruction 8 Action Anticipation 8 Audio Tagging 8 Automated Theorem Proving 8 Blind Super-Resolution 8 Boundary Detection 8 Camouflaged Object Segmentation 8 Causal Inference 8 Chatbot 8 Color Image Denoising 8 Colorectal Polyps Characterization 8 Conditional Image Generation 8 Conversational Question Answering 8 Cross-Lingual NER 8 Defect Detection 8 Discourse Parsing 8 Entity Alignment 8 Explainable artificial intelligence 8 Explanation Generation 8 Fact Checking 8 Fine-Grained Image Recognition 8 Fraud Detection 8 Gait Recognition 8 General Classification 8 Graph Learning 8 Hierarchical Multi-label Classification 8 Human Part Segmentation 8 Incremental Learning 8 Instruction Following 8 Keypoint Detection 8 Motion Synthesis 8 Multi-Label Image Classification 8 Person Search 8 Pose Tracking 8 Real-Time Object Detection 8 Small Object Detection 8 Speaker Diarization 8 Table annotation 8 Temporal Tagging 8 Tumor Segmentation 8 Unsupervised Object Detection 8 Unsupervised Video Object Segmentation 8 Vehicle Re-Identification 8 Video Anomaly Detection 8 Video Segmentation 8 regression 8 3D Human Shape Estimation 7 3D Multi-Object Tracking 7 Action Quality Assessment 7 Ad-hoc video search 7 Adversarial Robustness 7 Audio Generation 7 AutoML 7 Bayesian Inference 7 Bias Detection 7 Chart Question Answering 7 Code Completion 7 Code Summarization 7 Code Translation 7 Colorization 7 Dialogue Act Classification 7 Disaster Response 7 ECG Classification 7 Event Detection 7 Few-Shot Object Detection 7 Formation Energy 7 General Reinforcement Learning 7 Head Pose Estimation 7 Homography Estimation 7 Hyperspectral Image Classification 7 Image Compression 7 KG-to-Text Generation 7 Keyword Spotting 7 Knowledge Base Question Answering 7 Material Recognition 7 Molecular Property Prediction 7 Multi-agent Reinforcement Learning 7 Multiview Detection 7 Network Intrusion Detection 7 Product Recommendation 7 Program Repair 7 Referring Expression Comprehension 7 Single Image Dehazing 7 Skin Lesion Classification 7 Source Code Summarization 7 Stance Classification 7 Table Detection 7 Traffic Sign Recognition 7 Unsupervised Semantic Segmentation 7 Unsupervised Semantic Segmentation with Language-image Pre-training 7 Video Object Tracking 7 Video Semantic Segmentation 7 3D Absolute Human Pose Estimation 6 3D Object Classification 6 3D Object Reconstruction 6 3D Point Cloud Classification 6 AMR Parsing 6 Abstractive Dialogue Summarization 6 Anomaly Detection In Surveillance Videos 6 Argument Mining 6 Atari Games 6 Audio-Visual Speech Recognition 6 Binary Classification 6 Body Detection 6 Breast Cancer Detection 6 Change Point Detection 6 Chinese Named Entity Recognition 6 Click-Through Rate Prediction 6 Code Classification 6 Compositional Zero-Shot Learning 6 Constituency Parsing 6 Cross-Domain Few-Shot 6 Cross-Lingual Question Answering 6 Data Integration 6 Dictionary Learning 6 Driver Attention Monitoring 6 Dynamic Link Prediction 6 Electroencephalogram (EEG) 6 Environmental Sound Classification 6 Extreme Summarization 6 Feature Engineering 6 Food Recognition 6 Gender Prediction 6 Genre classification 6 Goal-Oriented Dialog 6 Human Activity Recognition 6 Image Matting 6 Image-to-Text Retrieval 6 Image/Document Clustering 6 Interactive Segmentation 6 Key Information Extraction 6 Lesion Classification 6 Medical Image Registration 6 Medical Visual Question Answering 6 Motion Estimation 6 Multi-Person Pose Estimation 6 Multimodal Emotion Recognition 6 Multiple Instance Learning 6 Multiple-choice 6 Multivariate Time Series Forecasting 6 Multivariate Time Series Imputation 6 Music Transcription 6 Person Identification 6 Physical Simulations 6 Representation Learning 6 Robust Object Detection 6 Scene Segmentation 6 Shadow Removal 6 Small Data Image Classification 6 Text Spotting 6 Video Instance Segmentation 6 Video Recognition 6 Video-Based Person Re-Identification 6 Zero-Shot Composed Image Retrieval (ZS-CIR) 6 3D Part Segmentation 5 3D Semantic Scene Completion 5 6D Pose Estimation using RGB 5 6D Pose Estimation using RGBD 5 Aesthetics Quality Assessment 5 Age And Gender Classification 5

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