Texts 9 Audio 1 Dialog 1 Images 1 Speech 1 Videos 1 3D 0 3d meshes 0 6D 0 Actions 0 Biology 0 Biomedical 0 Cad 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 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

Open-Domain Dialog × Question Answering 331 Semantic Segmentation 255 Object Detection 233 Image Classification 209 Speech Recognition 196 Language Modelling 140 Text Generation 123 Text Classification 120 Pose Estimation 111 Named Entity Recognition (NER) 108 Reading Comprehension 94 Visual Question Answering (VQA) 94 Action Recognition 93 Sentiment Analysis 85 Face Recognition 81 Information Retrieval 79 Text Summarization 79 Speaker Recognition 75 Domain Adaptation 74 Natural Language Inference 73 Anomaly Detection 72 Machine Translation 72 Autonomous Driving 65 Image Retrieval 64 Natural Language Understanding 64 Relation Extraction 64 Instance Segmentation 63 Data Augmentation 62 Depth Estimation 62 Image Generation 62 Classification 61 Link Prediction 57 Person Re-Identification 55 Image Captioning 54 Node Classification 53 Object Tracking 51 Optical Character Recognition 51 Multi-Task Learning 50 Word Embeddings 50 Common Sense Reasoning 48 Abstractive Text Summarization 46 Face Detection 43 Coreference Resolution 42 Emotion Recognition 42 Temporal Action Localization 42 Scene Understanding 41 Machine Reading Comprehension 40 3D Reconstruction 39 Recommendation Systems 39 2D Semantic Segmentation 38 3D Object Detection 38 Object Recognition 38 Semantic Parsing 38 Zero-Shot Learning 38 Graph Classification 37 Knowledge Graphs 37 Video Understanding 37 3D Human Pose Estimation 36 Decision Making 36 Image Super-Resolution 36 Medical Image Segmentation 36 Visual Reasoning 36 Entity Linking 33 Few-Shot Learning 33 Fine-Grained Image Classification 33 Self-Supervised Learning 33 Misinformation 32 Unsupervised Domain Adaptation 32 Optical Flow Estimation 31 Action Detection 30 Facial Expression Recognition (FER) 30 Hate Speech Detection 30 Metric Learning 30 Speech Synthesis 30 Dialogue Generation 29 Document Summarization 29 Image-to-Image Translation 29 Activity Recognition 27 Autonomous Vehicles 27 Accented Speech Recognition 26 Action Classification 26 Handwriting Recognition 26 Multi-Label Classification 26 Multi-Object Tracking 26 Trajectory Prediction 26 2D object detection 25 3D Pose Estimation 25 Audio Classification 25 Continual Learning 25 Neural Architecture Search 25 Sequence-to-sequence Language Modeling 25 Token Classification 25 Video Question Answering 25 Video Retrieval 25 Code Generation 24 Open-Domain Question Answering 24 Video Captioning 24 Video Prediction 24 Fake News Detection 23 Music Information Retrieval 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 Novel View Synthesis 22 Emotion Classification 21 Few-Shot Image Classification 21 Human-Object Interaction Detection 21 Stance Detection 21 Data-to-Text Generation 20 Drug Discovery 20 Hand Pose Estimation 20 Monocular Depth Estimation 20 Panoptic Segmentation 20 Scene Classification 20 Visual Object Tracking 20 Crowd Counting 19 Fairness 19 Object Counting 19 Denoising 18 Graph Clustering 18 Image Clustering 18 Imitation Learning 18 Intent Detection 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 Binarization 17 Dialect Identification 17 Face Anti-Spoofing 17 Image Inpainting 17 Motor Imagery Decoding (left-hand vs right-hand) 17 SMAC+ 17 Scene Text Recognition 17 Slot Filling 17 Unsupervised Anomaly Detection 17 Visual Tracking 17 Face Alignment 16 Gesture Recognition 16 Image Dehazing 16 Knowledge Graph Completion 16 Quantization 16 Salient Object Detection 16 Sign Language Recognition 16 Simultaneous Localization and Mapping 16 Style Transfer 16 Task-Oriented Dialogue Systems 16 Text-To-Speech Synthesis 16 Time Series Forecasting 16 Visual Navigation 16 Action Recognition In Videos 15 Age Estimation 15 Automatic Speech Recognition (ASR) 15 Cross-Lingual Transfer 15 Cross-Modal Retrieval 15 Density Estimation 15 Image Denoising 15 Language Identification 15 Out-of-Distribution Detection 15 Paraphrase Identification 15 RGB Salient Object Detection 15 Scene Recognition 15 Speech Enhancement 15 Speech Separation 15 Super-Resolution 15 Text Simplification 15 Word Sense Disambiguation 15 Active Learning 14 Audio Source Separation 14 Clustering Algorithms Evaluation 14 DeepFake Detection 14 Lane Detection 14 Learning with noisy labels 14 Node Classification on Non-Homophilic (Heterophilic) Graphs 14 Paraphrase Generation 14 Speech Emotion Recognition 14 Translation 14 Video Object Segmentation 14 Visual Place Recognition 14 Zero-shot Text Search 14 3D Hand Pose Estimation 13 3D Instance Segmentation 13 Action Segmentation 13 Computed Tomography (CT) 13 Deblurring 13 Dependency Parsing 13 Event Extraction 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 Pedestrian Detection 13 Scene Text Detection 13 Self-Driving Cars 13 Sentence Classification 13 Spoken Language Understanding 13 3D Action Recognition 12 Activity Detection 12 Aspect-Based Sentiment Analysis (ABSA) 12 Disentanglement 12 Document Classification 12 Emotion Recognition in Conversation 12 Human Detection 12 Intent Classification 12 Long-tail Learning 12 Medical Diagnosis 12 NER 12 Open Information Extraction 12 Robotic Grasping 12 Stereo Matching 12 Stochastic Optimization 12 Time Series Analysis 12 Transfer Learning 12 Video Classification 12 Weakly Supervised Object Detection 12 6D Pose Estimation 11 Animal Pose Estimation 11 Cell Segmentation 11 Entity Resolution 11 Generalized Zero-Shot Learning 11 Hand Gesture Recognition 11 Image Enhancement 11 Imputation 11 Lesion Segmentation 11 Math Word Problem Solving 11 Multi-Label Text Classification 11 Reinforcement Learning (RL) 11 Relational Reasoning 11 Retrieval 11 Saliency Detection 11 Sarcasm Detection 11 Semi-Supervised Image Classification 11 Video Super-Resolution 11 Vision and Language Navigation 11 Weather Forecasting 11 3D Face Reconstruction 10 3D Human Reconstruction 10 3D Object Tracking 10 Acoustic Scene Classification 10 Answer Selection 10 Code Search 10 Contrastive Learning 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 Image Segmentation 10 Motion Forecasting 10 Multimodal Deep Learning 10 Nested Named Entity Recognition 10 Referring Expression Segmentation 10 Robot Navigation 10 Semi-Supervised Video Object Segmentation 10 Sentence Embeddings 10 Video Frame Interpolation 10 Video Generation 10 Abusive Language 9 Automatic Post-Editing 9 COVID-19 Diagnosis 9 Color Image Denoising 9 Column Type Annotation 9 Community Detection 9 Continuous Control 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 Registration 9 Joint Entity and Relation Extraction 9 Knowledge Base Question Answering 9 Learning-To-Rank 9 Logical Reasoning 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 Vehicle Re-Identification 9 Video Quality Assessment 9 Video Summarization 9 Visual Dialog 9 motion prediction 9 Action Anticipation 8 Adversarial Attack 8 Automated Theorem Proving 8 Automatic Speech Recognition 8 Blind Super-Resolution 8 Boundary Detection 8 Change Detection 8 Citation Recommendation 8 Dialogue Understanding 8 Discourse Parsing 8 Document Layout Analysis 8 Driver Attention Monitoring 8 Edge Detection 8 Explainable artificial intelligence 8 General Classification 8 Graph Matching 8 Head Pose Estimation 8 Human Part Segmentation 8 Human action generation 8 Hyperspectral Image Classification 8 Image Quality Assessment 8 Image/Document Clustering 8 Incremental Learning 8 Keyword Spotting 8 Molecular Property Prediction 8 Person Search 8 Point Cloud Registration 8 Real-Time Object Detection 8 Small Data Image Classification 8 Speaker Diarization 8 Table annotation 8 Temporal Tagging 8 Trajectory Forecasting 8 Unsupervised Video Object Segmentation 8 Video Inpainting 8 Video Segmentation 8 3D Depth Estimation 7 3D Object Recognition 7 3D Shape Reconstruction 7 Action Quality Assessment 7 Ad-hoc video search 7 Adversarial Robustness 7 Audio Generation 7 Audio Tagging 7 AutoML 7 Bayesian Inference 7 Chatbot 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 Event Detection 7 Extreme Summarization 7 Face Identification 7 Facial Attribute Classification 7 Few-Shot Object Detection 7 Fine-Grained Image Recognition 7 Font Recognition 7 Gait Recognition 7 General Reinforcement Learning 7 Homography Estimation 7 Human Behavior Forecasting 7 Image Matting 7 Image Reconstruction 7 Interactive Segmentation 7 KG-to-Text Generation 7 Keypoint Detection 7 Lesion Classification 7 License Plate Recognition 7 Lipreading 7 Multimodal Activity Recognition 7 Opinion Mining 7 Sign Language Translation 7 Single Image Dehazing 7 Source Code Summarization 7 Surface Normals Estimation 7 Table Detection 7 Text-To-SQL 7 Text-to-Image Generation 7 Traffic Sign Recognition 7 Tumor Segmentation 7 Unsupervised Semantic Segmentation 7 Unsupervised Semantic Segmentation with Language-image Pre-training 7 Video Object Detection 7 3D Medical Imaging Segmentation 6 3D Multi-Object Tracking 6 AMR Parsing 6 Abnormal Event Detection In Video 6 Atari Games 6 Bias Detection 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 Electroencephalogram (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 Heart rate estimation 6 Key information extraction 6 LIDAR Semantic Segmentation 6 License Plate Detection 6 Lip Reading 6 Mathematical Question Answering 6 Motion Estimation 6 Motion Segmentation 6 Multi-agent Reinforcement Learning 6 Multiple Instance Learning 6 Multivariate Time Series Imputation 6 Music Transcription 6 News Classification 6 Node Clustering 6 Passage Retrieval 6 Person Identification 6 Physical Simulations 6 Product Recommendation 6 Program Repair 6 Robust Object Detection 6 Scene Segmentation 6 Single-View 3D Reconstruction 6 Time Series Prediction 6 Unsupervised Object Segmentation 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 Object Classification 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 Biomedical Information Retrieval 5 Body Detection 5 Causal Inference 5 Change Point Detection 5 Chart Question Answering 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 Gender Bias Detection 5 Genre classification 5 Graph Generation 5 Graph Learning 5 Grasp Contact Prediction 5 Handwriting Verification 5 Handwritten Digit Recognition 5 Human Interaction Recognition 5 Image Deblurring 5 Image-to-Text Retrieval 5 Intrinsic Image Decomposition 5 JPEG Artifact Correction 5 Joint Demosaicing and Denoising 5 Keyword Extraction 5 Line Segment Detection 5 Low-Resource Neural Machine Translation 5 Material Recognition 5 Medical Image Registration 5 Medical Named Entity Recognition 5 imbalanced classification 5

Chinese 4 English 4 Korean 1 Abkhazian 0 Achinese 0 Adyghe 0 Afar 0 Afrikaans 0 Akan 0 Akkadian 0 Akuntsu 0 Albanian 0 American Sign Language 0 Amharic 0 Ancient Greek 0 Ancient Hebrew 0 Apurinã 0 Arabic 0 Aragonese 0 Argentine Sign Language 0 Armenian 0 Arpitan 0 Assamese 0 Assyrian Neo-Aramaic 0 Asturian 0 Avaric 0 Aymara 0 Azerbaijani 0 Bambara 0 Bangala 0 Bangladeshi Sign Language 0 Banjar 0 Bashkir 0 Basque 0 Bavarian 0 Belarusian 0 Bengali 0 Bhojpuri 0 Bishnupriya 0 Bislama 0 Bodo (India) 0 Bosnian 0 Breton 0 Buginese 0 Bulgarian 0 Burmese 0 Catalan 0 Cebuano 0 Central Bikol 0 Central Khmer 0 Central Kurdish 0 Central Pashto 0 Chamorro 0 Chavacano 0 Chechen 0 Cherokee 0 Cheyenne 0 Choctaw 0 Chukot 0 Church Slavic 0 Chuvash 0 Congo Swahili 0 Coptic 0 Cornish 0 Corsican 0 Cree 0 Creek 0 Crimean Tatar 0 Croatian 0 Czech 0 Danish 0 Dhivehi 0 Dimli (individual language) 0 Dogri (individual language) 0 Dutch 0 Dzongkha 0 Eastern Mari 0 Egyptian Arabic 0 Erzya 0 Esperanto 0 Estonian 0 Ewe 0 Extremaduran 0 Faroese 0 Fiji Hindi 0 Fijian 0 Filipino 0 Finnish 0 Fon 0 French 0 Friulian 0 Fulah 0 Gagauz 0 Galician 0 Gan Chinese 0 Ganda 0 Geez 0 Georgian 0 German 0 German Sign Language 0 Gilaki 0 Goan Konkani 0 Gothic 0 Greek 0 Greek Sign Language 0 Guarani 0 Gujarati 0 Gulf Arabic 0 Haitian 0 Hakha Chin 0 Hakka Chinese 0 Hausa 0 Hawaiian 0 Hebrew 0 Herero 0 Hindi 0 Hiri Motu 0 Hungarian 0 Icelandic 0 Ido 0 Igbo 0 Iloko 0 Indonesian 0 Interlingua (International Auxiliary Language Association) 0 Interlingue 0 Inuktitut 0 Inupiaq 0 Iranian Persian 0 Irish 0 Italian 0 Jamaican Creole English 0 Japanese 0 Javanese 0 Jejueo 0 Kabardian 0 Kabyle 0 Kalaallisut 0 Kalmyk 0 Kannada 0 Kanuri 0 Kara-Kalpak 0 Karachay-Balkar 0 Karelian 0 Kashmiri 0 Kashubian 0 Kazakh 0 Khunsari 0 Kikuyu 0 Kinyarwanda 0 Kirghiz 0 Komi 0 Komi-Permyak 0 Komi-Zyrian 0 Kongo 0 Kuanyama 0 Kurdish 0 Kölsch 0 Ladino 0 Lak 0 Lao 0 Latgalian 0 Latin 0 Latvian 0 Lezghian 0 Ligurian 0 Limburgan 0 Lingala 0 Literary Chinese 0 Lithuanian 0 Livvi 0 Lojban 0 Lombard 0 Low German 0 Lower Sorbian 0 Luo (Cameroon) 0 Luo (Kenya and Tanzania) 0 Luxembourgish 0 Macedonian 0 Maithili 0 Malagasy 0 Malay (individual language) 0 Malay (macrolanguage) 0 Malayalam 0 Maltese 0 Mandarin Chinese 0 Manipuri 0 Manx 0 Maori 0 Marathi 0 Marshallese 0 Mazanderani 0 Mbyá Guaraní 0 Min Dong Chinese 0 Minangkabau 0 Mingrelian 0 Mirandese 0 Modern Greek 0 Modern Greek (1453-) 0 Moksha 0 Mongolian 0 Moroccan Arabic 0 Multilingual 0 Mundurukú 0 Narom 0 Nauru 0 Navajo 0 Naxi 0 Nayini 0 Ndonga 0 Neapolitan 0 Nepali (individual language) 0 Nepali (macrolanguage) 0 Newari 0 Nigerian Pidgin 0 Northern Frisian 0 Northern Huishui Hmong 0 Northern Kurdish 0 Northern Luri 0 Northern Sami 0 Norwegian 0 Norwegian Bokmål 0 Norwegian Nynorsk 0 Novial 0 Nyanja 0 Occitan (post 1500) 0 Odia 0 Official Aramaic (700-300 BCE) 0 Old English (ca. 450-1100) 0 Old French 0 Old Russian 0 Old Turkish 0 Oriya (macrolanguage) 0 Oromo 0 Ossetian 0 Pali 0 Pampanga 0 Pangasinan 0 Papiamento 0 Pedi 0 Pennsylvania German 0 Persian 0 Pfaelzisch 0 Picard 0 Piemontese 0 Pitcairn-Norfolk 0 Polish 0 Pontic 0 Portuguese 0 Portuguse 0 Punjabi 0 Pushto 0 Quechua 0 Rajasthani 0 Romanian 0 Romansh 0 Rundi 0 Russia Buriat 0 Russian 0 Rusyn 0 Saidi Arabic 0 Samoan 0 Sango 0 Sanskrit 0 Santali 0 Sardinian 0 Saterfriesisch 0 Scots 0 Scottish Gaelic 0 Serbian 0 Serbo-Croatian 0 Shona 0 Sichuan Yi 0 Sicilian 0 Silesian 0 Sindhi 0 Sinhala 0 Skolt Sami 0 Slovak 0 Slovenian 0 Soi 0 Somali 0 South Azerbaijani 0 South Levantine Arabic 0 Southern Sotho 0 Spanish 0 Sranan Tongo 0 Standard Arabic 0 Sundanese 0 Swahili 0 Swahili (macrolanguage) 0 Swati 0 Swedish 0 Swedish Sign Language 0 Swiss German 0 Swiss-German Sign Language 0 Tagalog 0 Tahitian 0 Tai 0 Tajik 0 Tamil 0 Tatar 0 Telugu 0 Tetum 0 Thai 0 Tibetan 0 Tigrinya 0 Tok Pisin 0 Tonga (Tonga Islands) 0 Tosk Albanian 0 Tsonga 0 Tswana 0 Tulu 0 Tumbuka 0 Tunisian Arabic 0 Tupinambá 0 Turkish 0 Turkish Sign Language 0 Turkmen 0 Tuvinian 0 Twi 0 Udmurt 0 Uighur 0 Ukrainian 0 Upper Sorbian 0 Urdu 0 Uzbek 0 Venda 0 Venetian 0 Veps 0 Vietnamese 0 Vlaams 0 Vlax Romani 0 Volapük 0 Votic 0 Walloon 0 Waray (Philippines) 0 Warlpiri 0 Welsh 0 Western Frisian 0 Western Mari 0 Western Panjabi 0 Wolof 0 Wu Chinese 0 Xhosa 0 Yakut 0 Yiddish 0 Yoruba 0 Yue Chinese 0 Zaza 0 Zeeuws 0 Zhuang 0 Zulu 0