Images 29 Texts 27 Audio 8 Medical 6 Biomedical 2 MRI 2 Speech 2 3D 1 Biology 1 Graphs 1 Midi 1 Videos 1 3d meshes 0 6D 0 Actions 0 Cad 0 Dialog 0 EEG 0 Environment 0 Financial 0 Hyperspectral images 0 Interactive 0 LiDAR 0 Lyrics 0 Music 0 PSG 0 Parallel 0 Physics 0 Point cloud 0 RGB Video 0 RGB-D 0 Ranking 0 Replay data 0 Stereo 0 Tables 0 Tabular 0 Time series 0 Tracking 0 fMRI 0

Data Augmentation × Question Answering 380 Semantic Segmentation 335 Object Detection 293 Image Classification 263 Classification 190 Text Generation 169 Language Modelling 164 Text Classification 150 Visual Question Answering (VQA) 132 Named Entity Recognition (NER) 127 Pose Estimation 122 Anomaly Detection 116 Action Recognition 110 Sentiment Analysis 99 Instance Segmentation 96 Reading Comprehension 95 Domain Adaptation 94 Text Summarization 93 Speech Recognition 92 Information Retrieval 88 Image Retrieval 84 Machine Translation 81 Natural Language Inference 81 Relation Extraction 77 Depth Estimation 75 Node Classification 75 Image Generation 73 Image Captioning 72 2D Object Detection 71 2D Semantic Segmentation 70 Natural Language Understanding 70 Autonomous Driving 67 Link Prediction 66 Face Recognition 65 Person Re-Identification 63 Object Tracking 62 3D Object Detection 61 Multi-Task Learning 58 3D Reconstruction 57 Recommendation Systems 57 Common Sense Reasoning 56 Code Generation 53 Graph Classification 52 Word Embeddings 52 Abstractive Text Summarization 50 3D Human Pose Estimation 49 Optical Character Recognition (OCR) 49 Emotion Recognition 48 Video Understanding 48 Medical Image Segmentation 46 Coreference Resolution 45 Few-Shot Learning 45 Semantic Parsing 45 Hate Speech Detection 44 Knowledge Graphs 44 Entity Linking 43 Machine Reading Comprehension 43 Object Recognition 43 Scene Understanding 43 Self-Supervised Learning 43 Visual Reasoning 43 Zero-Shot Learning 43 Image Clustering 42 Misinformation 42 Temporal Action Localization 42 Image Super-Resolution 41 Decision Making 39 Face Detection 39 Video Question Answering 39 3D Semantic Segmentation 38 Audio Classification 38 Fine-Grained Image Classification 38 Novel View Synthesis 38 Multi-Object Tracking 37 3D Pose Estimation 36 Video Captioning 36 Image Segmentation 35 Optical Flow Estimation 35 Trajectory Prediction 35 Action Detection 34 Continual Learning 34 Panoptic Segmentation 34 Stance Detection 34 Retrieval 33 Unsupervised Domain Adaptation 33 Dialogue Generation 32 Monocular Depth Estimation 32 Time Series Forecasting 32 Video Retrieval 32 Metric Learning 31 Action Classification 30 Activity Recognition 30 Image-to-Image Translation 30 Music Generation 30 Skeleton Based Action Recognition 30 Text Retrieval 30 Automatic Speech Recognition (ASR) 29 Domain Generalization 29 Facial Expression Recognition (FER) 29 Fake News Detection 29 Multi-Label Classification 29 Scene Text Recognition 29 Visual Question Answering 29 Autonomous Vehicles 28 Document Summarization 28 Neural Architecture Search 27 Visual Object Tracking 27 Visual Tracking 27 Drug Discovery 26 Object Counting 26 Open-Domain Question Answering 26 Part-Of-Speech Tagging 26 Unsupervised Anomaly Detection 26 Visual Odometry 26 Emotion Classification 25 NER 25 Sign Language Recognition 25 2D Human Pose Estimation 24 Data-to-Text Generation 24 Face Verification 24 Few-Shot Image Classification 24 Music Information Retrieval 24 Segmentation 24 Time Series Analysis 24 Video Prediction 24 Visual Place Recognition 24 Fairness 23 Low-Light Image Enhancement 23 Out-of-Distribution Detection 23 Slot Filling 23 Visual Localization 23 Cross-Modal Retrieval 22 DeepFake Detection 22 Hand Pose Estimation 22 Human-Object Interaction Detection 22 Math Word Problem Solving 22 Question Generation 22 Relation Classification 22 Scene Classification 22 Speech Synthesis 22 Crowd Counting 21 Denoising 21 Handwriting Recognition 21 Intent Detection 21 Mathematical Reasoning 21 Multimodal Deep Learning 21 Simultaneous Localization and Mapping 21 Super-Resolution 21 regression 21 6D Pose Estimation 20 Aspect-Based Sentiment Analysis (ABSA) 20 Image Manipulation Detection 20 Molecular Property Prediction 20 Robotic Grasping 20 Sound Event Detection 20 Speech Emotion Recognition 20 Speech Enhancement 20 Stereo Matching 20 Style Transfer 20 Text-to-Image Generation 20 Video Classification 20 3D Hand Pose Estimation 19 Age Estimation 19 Cell Segmentation 19 Graph Clustering 19 Image Denoising 19 Imitation Learning 19 Task-Oriented Dialogue Systems 19 Text Simplification 19 Traffic Prediction 19 Graph Regression 18 Language Identification 18 Medical Diagnosis 18 Meta-Learning 18 Quantization 18 Reinforcement Learning (RL) 18 Semantic Textual Similarity 18 Action Recognition In Videos 17 Action Segmentation 17 Animal Pose Estimation 17 Beat Tracking 17 Binarization 17 Fact Verification 17 Lane Detection 17 Logical Reasoning 17 Motion Synthesis 17 Motor Imagery Decoding (left-hand vs right-hand) 17 Paraphrase Identification 17 SMAC+ 17 Salient Object Detection 17 Scene Text Detection 17 Text-To-SQL 17 Text-To-Speech Synthesis 17 Topic Models 17 Translation 17 Visual Navigation 17 3D Instance Segmentation 16 Contrastive Learning 16 Document Classification 16 Face Alignment 16 Face Anti-Spoofing 16 Grammatical Error Correction 16 Image Enhancement 16 Image Inpainting 16 Knowledge Graph Completion 16 Long-tail Learning 16 Multiple Object Tracking 16 Object Localization 16 Paraphrase Generation 16 Prompt Engineering 16 RGB Salient Object Detection 16 Scene Recognition 16 Speech Separation 16 Time Series Classification 16 Transfer Learning 16 Video Object Segmentation 16 Video Super-Resolution 16 3D Human Reconstruction 15 Active Learning 15 Change Detection 15 Computed Tomography (CT) 15 Cross-Lingual Transfer 15 Dependency Parsing 15 Facial Landmark Detection 15 Gaze Estimation 15 Hand Gesture Recognition 15 Image Dehazing 15 Learning with noisy labels 15 Lesion Segmentation 15 Node Classification on Non-Homophilic (Heterophilic) Graphs 15 Node Clustering 15 Pedestrian Detection 15 Robot Navigation 15 Video Frame Interpolation 15 Weather Forecasting 15 Within-Session ERP 15 Zero-shot Text Search 15 3D Action Recognition 14 3D Object Tracking 14 Audio Source Separation 14 Automatic Speech Recognition 14 Code Search 14 Deblurring 14 Event Extraction 14 Gesture Recognition 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 Self-Driving Cars 14 Semantic Role Labeling 14 Semantic Similarity 14 Sign Language Translation 14 Spoken Language Understanding 14 Trajectory Forecasting 14 Transductive Zero-Shot Classification 14 Tumor Segmentation 14 Video Anomaly Detection 14 Video Generation 14 Video Summarization 14 Word Sense Disambiguation 14 Zero-Shot Video Question Answer 14 3D Classification 13 Binary Classification 13 Clustering Algorithms Evaluation 13 Community Detection 13 Density Estimation 13 Emotion Recognition in Conversation 13 Handwritten Text Recognition 13 Hierarchical Multi-label Classification 13 Human Detection 13 Image Quality Assessment 13 Keypoint Detection 13 Medical Image Classification 13 Multiple Instance Learning 13 Open-Domain Dialog 13 Pose Tracking 13 Saliency Detection 13 Semi-Supervised Semantic Segmentation 13 Semi-Supervised Video Object Segmentation 13 Sentence Classification 13 Single-View 3D Reconstruction 13 Small Object Detection 13 Weakly Supervised Object Detection 13 Activity Detection 12 COVID-19 Diagnosis 12 Code Completion 12 Dialogue State Tracking 12 Image Registration 12 Image Restoration 12 Imputation 12 Intent Classification 12 Knowledge Base Question Answering 12 Named Entity Recognition 12 Physical Simulations 12 Semi-Supervised Image Classification 12 UIE 12 Video Quality Assessment 12 Vision and Language Navigation 12 motion prediction 12 11 2D Pose Estimation 11 3D Face Reconstruction 11 Adversarial Attack 11 Adversarial Robustness 11 Chatbot 11 Downbeat Tracking 11 Event-based vision 11 Generalizable Person Re-identification 11 Human Activity Recognition 11 Medical Visual Question Answering 11 Motion Forecasting 11 Multi-Label Text Classification 11 Multi-class Classification 11 Network Intrusion Detection 11 Real-Time Semantic Segmentation 11 Referring Expression Comprehension 11 Relational Reasoning 11 Sentiment Classification 11 Speaker Verification 11 Stochastic Optimization 11 Surface Normals Estimation 11 Acoustic Scene Classification 10 Answer Selection 10 Audio Generation 10 Automatic Post-Editing 10 Boundary Detection 10 Citation Recommendation 10 Column Type Annotation 10 Continuous Control 10 Conversational Response Selection 10 Depth Completion 10 Disentanglement 10 Entity Disambiguation 10 Entity Typing 10 Facial Attribute Classification 10 Fact Checking 10 Fine-Grained Image Recognition 10 Fraud Detection 10 Graph Embedding 10 Head Pose Estimation 10 Image Compression 10 Image Manipulation 10 Image Reconstruction 10 Mathematical Question Answering 10 Music Transcription 10 Nested Named Entity Recognition 10 News Classification 10 Object Detection In Indoor Scenes 10 Outlier Detection 10 Referring Expression Segmentation 10 Sentence Embeddings 10 Table annotation 10 Time Series 10 Time Series Prediction 10 Unsupervised Object Segmentation 10 Video Object Tracking 10 Virtual Try-on 10 3D Depth Estimation 9 3D Medical Imaging Segmentation 9 Abusive Language 9 Action Anticipation 9 Action Quality Assessment 9 Audio Tagging 9 Bias Detection 9 Conditional Image Generation 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 Indoor Localization 9 Key Information Extraction 9 License Plate Detection 9 Material Recognition 9 Multi-Label Image Classification 9 Multiview Detection 9 Object Detection In Aerial Images 9 Opinion Mining 9 Point Cloud Registration 9 Reinforcement Learning 9 Scene Generation 9 Speaker Diarization 9 Time Series Anomaly Detection 9 Topic Classification 9 Unsupervised Person Re-Identification 9 Video Inpainting 9 Video Object Detection 9 Video Recognition 9 Video Segmentation 9 Visual Dialog 9 Visual Grounding 9 Within-Session Motor Imagery (left hand vs. right hand) 9 3D Object Recognition 8 3D Shape Reconstruction 8 6D Pose Estimation using RGBD 8 Ad-hoc video search 8 Arithmetic Reasoning 8 Automated Theorem Proving 8 Blind Super-Resolution 8 Breast Cancer Detection 8 Camera Localization 8 Causal Inference 8 Change Point Detection 8 Chart Question Answering 8 Chinese Reading Comprehension 8 Click-Through Rate Prediction 8 Code Classification 8 Code Summarization 8 Code Translation 8 Color Image Denoising 8 Cross-Lingual NER 8 Defect Detection 8 Disaster Response 8 ECG Classification 8 Edge Detection 8 Explanation Generation 8 Gait Recognition 8 General Classification 8 Generalized Zero-Shot Learning 8 Hyperspectral Image Classification 8 Incremental Learning 8 LIDAR Semantic Segmentation 8 Medical Image Registration 8 Multi-Label Learning 8 Multi-agent Reinforcement Learning 8 Multiple-choice 8 Online Multi-Object Tracking 8 Person Identification 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 Temporal Tagging 8 Text-to-Video Generation 8 Token Classification 8 Unsupervised Object Detection 8 Unsupervised Video Object Segmentation 8 Vehicle Re-Identification 8 Video Reconstruction 8 3D Human Shape Estimation 7 3D Object Reconstruction 7 Anomaly Detection In Surveillance Videos 7 Argument Mining 7 Audio-Visual Speech Recognition 7 AutoML 7 Bayesian Inference 7 Camouflaged Object Segmentation 7 Colorectal Polyps Characterization 7 Colorization 7 Data Integration 7 Dense Video Captioning 7 Dialogue Understanding 7 Document Layout Analysis 7 Dynamic Link Prediction 7 Electroencephalogram (EEG) 7 Event Detection 7 Face Identification 7 Face Swapping 7 Font Recognition 7 Heterogeneous Node Classification 7 Homography Estimation 7 Human Interaction Recognition 7 Human Part Segmentation 7 Image Manipulation Localization 7 Interactive Segmentation 7 Intrinsic Image Decomposition 7 KG-to-Text Generation 7 Keyword Spotting 7 Monocular Visual Odometry 7 Motion Estimation 7 Multimodal Emotion Recognition 7 Music Classification 7 Offline RL 7 Out of Distribution (OOD) Detection 7 Passage Retrieval 7 Product Recommendation 7 Program Repair 7 Real-Time Object Detection 7 Robust Object Detection 7 Saliency Prediction 7 Skin Lesion Classification 7 Source Code Summarization 7 Stance Classification 7 Table Detection 7 Text Segmentation 7 Time Series Regression 7 Traffic Sign Recognition 7 Unsupervised Semantic Segmentation with Language-image Pre-training 7

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