Images 7 Environment 3 Videos 3 3D 2 Point cloud 2 RGB-D 2 Time series 2 Graphs 1 Hyperspectral images 1 Stereo 1 Tabular 1 3d meshes 0 6D 0 Actions 0 Audio 0 Biology 0 Biomedical 0 Cad 0 Dialog 0 EEG 0 Financial 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 Tables 0 Texts 0 Tracking 0 fMRI 0

Robot Navigation × Question Answering 404 Semantic Segmentation 342 Object Detection 321 Image Classification 279 Classification 206 Text Generation 171 Language Modelling 165 Text Classification 157 Visual Question Answering (VQA) 143 Named Entity Recognition (NER) 129 Pose Estimation 123 Anomaly Detection 119 Action Recognition 114 Instance Segmentation 107 Sentiment Analysis 104 Text Summarization 97 Reading Comprehension 95 Domain Adaptation 94 Speech Recognition 94 2D Object Detection 91 Information Retrieval 91 Image Retrieval 86 Machine Translation 83 Natural Language Inference 81 Relation Extraction 80 Image Generation 78 Image Captioning 77 Depth Estimation 76 Node Classification 76 2D Semantic Segmentation 75 Natural Language Understanding 71 Autonomous Driving 69 Face Recognition 67 Link Prediction 67 Object Tracking 67 Person Re-Identification 66 3D Object Detection 65 Data Augmentation 63 Code Generation 62 Multi-Task Learning 59 3D Reconstruction 57 Common Sense Reasoning 56 Recommendation Systems 56 Abstractive Text Summarization 53 Graph Classification 53 Optical Character Recognition (OCR) 53 Video Understanding 53 Word Embeddings 53 Medical Image Segmentation 51 3D Human Pose Estimation 50 Emotion Recognition 48 Hate Speech Detection 46 Knowledge Graphs 46 Self-Supervised Learning 46 Coreference Resolution 45 Few-Shot Learning 45 Object Recognition 45 Semantic Parsing 45 Time Series Forecasting 45 Image Clustering 44 Visual Reasoning 44 Entity Linking 43 Image Super-Resolution 43 Machine Reading Comprehension 43 Misinformation 43 Scene Understanding 43 Zero-Shot Learning 43 Multi-Object Tracking 42 Temporal Action Localization 42 Fine-Grained Image Classification 41 Video Question Answering 41 3D Semantic Segmentation 40 Audio Classification 40 Decision Making 40 Face Detection 39 Image Segmentation 39 Novel View Synthesis 39 Segmentation 38 Video Captioning 38 3D Pose Estimation 36 Panoptic Segmentation 36 Continual Learning 35 Optical Flow Estimation 35 Stance Detection 35 Trajectory Prediction 35 Video Retrieval 35 Action Detection 34 Retrieval 34 Text Retrieval 34 Action Classification 32 Automatic Speech Recognition (ASR) 32 Dialogue Generation 32 Image-to-Image Translation 32 Metric Learning 32 Monocular Depth Estimation 32 Music Generation 32 Unsupervised Domain Adaptation 32 Visual Question Answering 32 Activity Recognition 30 Domain Generalization 30 Fake News Detection 30 Skeleton Based Action Recognition 30 Autonomous Vehicles 29 Facial Expression Recognition (FER) 29 Multi-Label Classification 29 Scene Text Recognition 29 Visual Object Tracking 29 Document Summarization 28 Object Counting 28 Neural Architecture Search 27 Sign Language Recognition 27 Unsupervised Anomaly Detection 27 Visual Tracking 27 regression 27 Drug Discovery 26 Music Information Retrieval 26 Open-Domain Question Answering 26 Part-Of-Speech Tagging 26 Slot Filling 26 Visual Odometry 26 2D Human Pose Estimation 25 DeepFake Detection 25 Emotion Classification 25 Few-Shot Image Classification 25 NER 25 Visual Localization 25 Data-to-Text Generation 24 Face Verification 24 Intent Detection 24 Text-to-Image Generation 24 Time Series Analysis 24 Video Prediction 24 Visual Place Recognition 24 Cross-Modal Retrieval 23 Denoising 23 Fairness 23 Hand Pose Estimation 23 Low-Light Image Enhancement 23 Out-of-Distribution Detection 23 6D Pose Estimation 22 Cell Segmentation 22 Crowd Counting 22 Human-Object Interaction Detection 22 Math Word Problem Solving 22 Multimodal Deep Learning 22 Question Generation 22 Relation Classification 22 Scene Classification 22 Speech Synthesis 22 Graph Regression 21 Handwriting Recognition 21 Image Denoising 21 Imitation Learning 21 Mathematical Reasoning 21 Medical Diagnosis 21 Molecular Property Prediction 21 Robotic Grasping 21 Simultaneous Localization and Mapping 21 Super-Resolution 21 Video Classification 21 3D Hand Pose Estimation 20 Age Estimation 20 Aspect-Based Sentiment Analysis (ABSA) 20 Image Manipulation Detection 20 Sound Event Detection 20 Speech Emotion Recognition 20 Speech Enhancement 20 Stereo Matching 20 Style Transfer 20 Task-Oriented Dialogue Systems 20 Text-To-SQL 20 Traffic Prediction 20 Video Generation 20 Animal Pose Estimation 19 Graph Clustering 19 Language Identification 19 Medical Image Classification 19 Motion Synthesis 19 Reinforcement Learning (RL) 19 Text Simplification 19 18 Document Classification 18 Image Enhancement 18 Logical Reasoning 18 Meta-Learning 18 Paraphrase Identification 18 Quantization 18 Semantic Textual Similarity 18 Text-To-Speech Synthesis 18 Time Series Classification 18 Transductive Zero-Shot Classification 18 Visual Navigation 18 Zero-Shot Video Question Answer 18 3D Instance Segmentation 17 Action Recognition In Videos 17 Action Segmentation 17 Beat Tracking 17 Binarization 17 Change Detection 17 Fact Verification 17 Gaze Estimation 17 Lane Detection 17 Motor Imagery Decoding (left-hand vs right-hand) 17 Multivariate Time Series Forecasting 17 Named Entity Recognition 17 Object Localization 17 Pedestrian Detection 17 SMAC+ 17 Salient Object Detection 17 Scene Text Detection 17 Topic Models 17 Transfer Learning 17 Translation 17 Video Anomaly Detection 17 Video Object Segmentation 17 3D Object Tracking 16 Binary Classification 16 Face Alignment 16 Face Anti-Spoofing 16 Grammatical Error Correction 16 Image Dehazing 16 Image Inpainting 16 Image Restoration 16 Knowledge Graph Completion 16 Learning with noisy labels 16 Long-tail Learning 16 Multiple Object Tracking 16 Paraphrase Generation 16 Prompt Engineering 16 RGB Salient Object Detection 16 Scene Recognition 16 Sign Language Translation 16 Speech Separation 16 Time Series 16 Video Summarization 16 Video Super-Resolution 16 3D Human Reconstruction 15 Active Learning 15 Audio Source Separation 15 Automatic Speech Recognition 15 Computed Tomography (CT) 15 Contrastive Learning 15 Cross-Lingual Transfer 15 Deblurring 15 Facial Landmark Detection 15 Hand Gesture Recognition 15 Knowledge Base Question Answering 15 Lesion Segmentation 15 Node Classification on Non-Homophilic (Heterophilic) Graphs 15 Node Clustering 15 Self-Driving Cars 15 Semantic Similarity 15 Video Frame Interpolation 15 Weather Forecasting 15 Within-Session ERP 15 Zero-shot Text Search 15 3D Action Recognition 14 3D Classification 14 Boundary Detection 14 Code Search 14 Dependency Parsing 14 Event Extraction 14 Gesture Recognition 14 Hierarchical Multi-label Classification 14 Instruction Following 14 Joint Entity and Relation Extraction 14 License Plate Recognition 14 Multi-Document Summarization 14 Open Information Extraction 14 Sarcasm Detection 14 Semantic Role Labeling 14 Sentiment Classification 14 Single-View 3D Reconstruction 14 Spoken Language Understanding 14 Trajectory Forecasting 14 Tumor Segmentation 14 Word Sense Disambiguation 14 2D Pose Estimation 13 Adversarial Robustness 13 Clustering Algorithms Evaluation 13 Density Estimation 13 Emotion Recognition in Conversation 13 Handwritten Text Recognition 13 Human Activity Recognition 13 Human Detection 13 Hyperspectral Image Classification 13 Image Quality Assessment 13 Intent Classification 13 Keypoint Detection 13 Multiple Instance Learning 13 Music Transcription 13 Open-Domain Dialog 13 Physical Simulations 13 Pose Tracking 13 Saliency Detection 13 Semi-Supervised Image Classification 13 Semi-Supervised Semantic Segmentation 13 Semi-Supervised Video Object Segmentation 13 Sentence Classification 13 Small Object Detection 13 UIE 13 Weakly Supervised Object Detection 13 Activity Detection 12 Code Completion 12 Community Detection 12 Disentanglement 12 Document Layout Analysis 12 Event Detection 12 Fraud Detection 12 Image Compression 12 Image Registration 12 Imputation 12 Indoor Localization 12 Multi-class Classification 12 Text-to-Video Generation 12 Video Object Tracking 12 Video Quality Assessment 12 Vision and Language Navigation 12 motion prediction 12 3D Face Reconstruction 11 Adversarial Attack 11 Audio Generation 11 Bias Detection 11 Conversational Response Selection 11 Dialogue State Tracking 11 Downbeat Tracking 11 Event-based vision 11 Generalizable Person Re-identification 11 Image Reconstruction 11 Medical Visual Question Answering 11 Motion Forecasting 11 Multi-Label Text Classification 11 Network Intrusion Detection 11 Real-Time Semantic Segmentation 11 Referring Expression Comprehension 11 Relational Reasoning 11 Speaker Verification 11 Stochastic Optimization 11 Surface Normals Estimation 11 Time Series Prediction 11 Video Inpainting 11 Video Segmentation 11 Acoustic Scene Classification 10 Action Anticipation 10 Answer Selection 10 Audio Tagging 10 Automatic Post-Editing 10 Binary text classification 10 COVID-19 Diagnosis 10 Chatbot 10 Depth Completion 10 Entity Disambiguation 10 Entity Typing 10 Facial Attribute Classification 10 Fact Checking 10 Fine-Grained Image Recognition 10 Graph Embedding 10 Head Pose Estimation 10 Image Manipulation 10 License Plate Detection 10 Material Recognition 10 Mathematical Question Answering 10 Nested Named Entity Recognition 10 News Classification 10 Object Detection In Indoor Scenes 10 Opinion Mining 10 Outlier Detection 10 Referring Expression Segmentation 10 Scene Graph Generation 10 Sentence Embeddings 10 Table annotation 10 Unsupervised Object Segmentation 10 Video Object Detection 10 Virtual Try-on 10 Zero-Shot Composed Image Retrieval (ZS-CIR) 10 3D Depth Estimation 9 3D Medical Imaging Segmentation 9 3D Shape Reconstruction 9 6D Pose Estimation using RGBD 9 Abusive Language 9 Action Quality Assessment 9 Blind Super-Resolution 9 Citation Recommendation 9 Column Type Annotation 9 Conversational Question Answering 9 Dimensionality Reduction 9 Discourse Parsing 9 Entity Resolution 9 Federated Learning 9 Few-Shot Audio Classification 9 Graph Learning 9 Graph Matching 9 Handwriting generation 9 Key Information Extraction 9 Multi-Label Image Classification 9 Multiple-choice 9 Multiview Detection 9 Object Detection In Aerial Images 9 Person Identification 9 Point Cloud Registration 9 Reinforcement Learning 9 Robot Manipulation 9 Scene Generation 9 Speaker Diarization 9 Time Series Anomaly Detection 9 Topic Classification 9 Unsupervised Person Re-Identification 9 Video Recognition 9 Visual Dialog 9 Visual Grounding 9 Within-Session Motor Imagery (left hand vs. right hand) 9 3D Object Recognition 8 Ad-hoc video search 8 Arithmetic Reasoning 8 AutoML 8 Automated Theorem Proving 8 Breast Cancer Detection 8 Causal Inference 8 Change Point Detection 8 Chart Question Answering 8 Conditional Image Generation 8 Continuous Control 8 Cross-Lingual NER 8 Defect Detection 8 Dense Video Captioning 8 Disaster Response 8 ECG Classification 8 Edge Detection 8 Explanation Generation 8 Fine-Grained Visual Recognition 8 Gait Recognition 8 General Classification 8 Generalized Zero-Shot Learning 8 Human Part Segmentation 8 Incremental Learning 8 LIDAR Semantic Segmentation 8 Medical Image Registration 8 Medical Report Generation 8 Multi-Label Learning 8 Multi-agent Reinforcement Learning 8 Music Classification 8 Music Source Separation 8 Online Multi-Object Tracking 8 Passage Retrieval 8 Person Search 8 Remote Sensing Image Classification 8 Robust classification 8 Satellite Image Classification 8 Scene Segmentation 8 Sequential Recommendation 8 Shadow Removal 8 Sound Event Localization and Detection 8 Table Detection 8 Temporal Tagging 8 Text-to-Code Generation 8 Time Series Regression 8 Unsupervised Object Detection 8 Unsupervised Video Object Segmentation 8 Vehicle Re-Identification 8 Video Reconstruction 8 object-detection 8 3D Human Shape Estimation 7 3D Object Reconstruction 7 3D Shape Modeling 7 6D Pose Estimation using RGB 7 Anomaly Detection In Surveillance Videos 7 Argument Mining 7 Audio-Visual Speech Recognition 7 Bayesian Inference 7 Benchmarking 7 Camera Localization 7 Camouflaged Object Segmentation 7 Chinese Reading Comprehension 7 Click-Through Rate Prediction 7 Code Classification 7 Code Translation 7 Color Image Denoising 7 Conversational Response Generation 7 Correlated Time Series Forecasting 7 Data Integration 7 Dialogue Understanding 7 Dynamic Link Prediction 7 Electroencephalogram (EEG) 7 Face Identification 7 Face Swapping 7 Font Recognition 7 Food Recognition 7 Gender Prediction 7 Heterogeneous Node Classification 7 Homography Estimation 7 Human Interaction Recognition 7 Image Manipulation Localization 7 Interactive Segmentation 7 KG-to-Text Generation 7 Keyword Spotting 7 Monocular Visual Odometry 7 Motion Estimation 7 Multimodal Emotion Recognition 7 Multimodal Reasoning 7

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