Images 8 Texts 3 Actions 1 Biology 1 Biomedical 1 LiDAR 1 Videos 1 3D 0 3d meshes 0 6D 0 Audio 0 Cad 0 Dialog 0 EEG 0 Environment 0 Financial 0 Graphs 0 Hyperspectral images 0 Interactive 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 Speech 0 Stereo 0 Tables 0 Tabular 0 Time series 0 Tracking 0 fMRI 0

Transfer Learning × Question Answering 339 Semantic Segmentation 270 Object Detection 234 Image Classification 219 Speech Recognition 195 Language Modelling 142 Text Generation 129 Text Classification 125 Pose Estimation 114 Named Entity Recognition (NER) 109 Action Recognition 100 Visual Question Answering (VQA) 98 Reading Comprehension 95 Sentiment Analysis 86 Face Recognition 82 Information Retrieval 81 Text Summarization 80 Domain Adaptation 77 Speaker Recognition 75 Anomaly Detection 74 Natural Language Inference 74 Machine Translation 73 Classification 71 Depth Estimation 68 Image Retrieval 68 Natural Language Understanding 67 Relation Extraction 67 Instance Segmentation 66 Autonomous Driving 65 Image Generation 64 Data Augmentation 63 Image Captioning 58 Link Prediction 57 Person Re-Identification 55 Node Classification 53 Object Tracking 52 Word Embeddings 52 Multi-Task Learning 51 Optical Character Recognition (OCR) 51 Common Sense Reasoning 49 3D Reconstruction 47 Abstractive Text Summarization 47 Temporal Action Localization 44 Emotion Recognition 43 Face Detection 43 3D Object Detection 42 Coreference Resolution 42 Scene Understanding 42 Recommendation Systems 41 2D Semantic Segmentation 40 Machine Reading Comprehension 40 3D Human Pose Estimation 39 Semantic Parsing 39 Object Recognition 38 Zero-Shot Learning 38 Decision Making 37 Graph Classification 37 Image Super-Resolution 37 Knowledge Graphs 37 Medical Image Segmentation 37 Video Understanding 37 Self-Supervised Learning 36 Visual Reasoning 36 Entity Linking 34 Few-Shot Learning 34 Hate Speech Detection 34 Fine-Grained Image Classification 33 Unsupervised Domain Adaptation 33 Misinformation 32 2D object detection 31 Action Detection 31 Metric Learning 31 Optical Flow Estimation 31 Dialogue Generation 30 Facial Expression Recognition (FER) 30 Speech Synthesis 30 Document Summarization 29 Image-to-Image Translation 29 Multi-Label Classification 28 3D Pose Estimation 27 3D Semantic Segmentation 27 Activity Recognition 27 Audio Classification 27 Autonomous Vehicles 27 Code Generation 27 Multi-Object Tracking 27 Trajectory Prediction 27 Video Retrieval 27 Accented Speech Recognition 26 Action Classification 26 Continual Learning 26 Handwriting Recognition 26 Video Question Answering 26 Neural Architecture Search 25 Sequence-to-sequence Language Modeling 25 Skeleton Based Action Recognition 25 Token Classification 25 Open-Domain Question Answering 24 Video Captioning 24 Video Prediction 24 Domain Generalization 23 Fake News Detection 23 Music Information Retrieval 23 Part-Of-Speech Tagging 23 Question Generation 23 Drug Discovery 22 Emotion Classification 22 Face Verification 22 Hand Pose Estimation 22 Monocular Depth Estimation 22 Music Generation 22 Novel View Synthesis 22 Few-Shot Image Classification 21 Human-Object Interaction Detection 21 Panoptic Segmentation 21 Stance Detection 21 Visual Object Tracking 21 Data-to-Text Generation 20 Denoising 20 Fairness 20 Relation Classification 20 Scene Classification 20 2D Human Pose Estimation 19 Crowd Counting 19 Intent Detection 19 Meta-Learning 19 Object Counting 19 Scene Text Recognition 19 Automatic Speech Recognition (ASR) 18 Face Anti-Spoofing 18 Graph Clustering 18 Image Clustering 18 Imitation Learning 18 Semantic Textual Similarity 18 Sign Language Recognition 18 Slot Filling 18 Sound Event Detection 18 Unsupervised Anomaly Detection 18 Visual Localization 18 Visual Odometry 18 Visual Tracking 18 Binarization 17 Dialect Identification 17 Gesture Recognition 17 Image Inpainting 17 Motor Imagery Decoding (left-hand vs right-hand) 17 Paraphrase Identification 17 Retrieval 17 SMAC+ 17 Text-To-Speech Synthesis 17 Time Series Forecasting 17 Word Sense Disambiguation 17 Action Recognition In Videos 16 Aspect-Based Sentiment Analysis (ABSA) 16 Face Alignment 16 Image Dehazing 16 Knowledge Graph Completion 16 Quantization 16 Salient Object Detection 16 Simultaneous Localization and Mapping 16 Speech Emotion Recognition 16 Style Transfer 16 Super-Resolution 16 Task-Oriented Dialogue Systems 16 Time Series Analysis 16 Visual Navigation 16 Age Estimation 15 Cross-Lingual Transfer 15 Cross-Modal Retrieval 15 Density Estimation 15 Image Denoising 15 Lane Detection 15 Language Identification 15 Learning with noisy labels 15 Long-tail Learning 15 Out-of-Distribution Detection 15 Paraphrase Generation 15 RGB Salient Object Detection 15 Scene Recognition 15 Speech Enhancement 15 Speech Separation 15 Text Simplification 15 Translation 15 Video Object Segmentation 15 Visual Place Recognition 15 3D Hand Pose Estimation 14 Action Segmentation 14 Active Learning 14 Audio Source Separation 14 Cell Segmentation 14 Clustering Algorithms Evaluation 14 Computed Tomography (CT) 14 DeepFake Detection 14 Event Extraction 14 Fact Verification 14 Gaze Estimation 14 Grammatical Error Correction 14 Multiple Object Tracking 14 NER 14 Node Classification on Non-Homophilic (Heterophilic) Graphs 14 Scene Text Detection 14 Zero-shot Text Search 14 3D Instance Segmentation 13 Deblurring 13 Dependency Parsing 13 Facial Landmark Detection 13 Graph Regression 13 Intent Classification 13 Medical Diagnosis 13 Multi-Document Summarization 13 Object Localization 13 Pedestrian Detection 13 Reinforcement Learning (RL) 13 Self-Driving Cars 13 Sentence Classification 13 Spoken Language Understanding 13 Stereo Matching 13 Text-to-Image Generation 13 6D Pose Estimation 12 Activity Detection 12 Animal Pose Estimation 12 Disentanglement 12 Document Classification 12 Emotion Recognition in Conversation 12 Human Detection 12 Image Restoration 12 Image Segmentation 12 Open Information Extraction 12 Robotic Grasping 12 Sarcasm Detection 12 Semi-Supervised Image Classification 12 Stochastic Optimization 12 Video Classification 12 Weakly Supervised Object Detection 12 3D Action Recognition 11 3D Human Reconstruction 11 COVID-19 Diagnosis 11 Contrastive Learning 11 Entity Resolution 11 Generalized Zero-Shot Learning 11 Hand Gesture Recognition 11 Image Compression 11 Image Enhancement 11 Imputation 11 Lesion Segmentation 11 Math Word Problem Solving 11 Real-Time Semantic Segmentation 11 Relational Reasoning 11 Saliency Detection 11 Semi-Supervised Video Object Segmentation 11 Video Frame Interpolation 11 Video Generation 11 Video Super-Resolution 11 Vision and Language Navigation 11 Weather Forecasting 11 3D Face Reconstruction 10 3D Object Tracking 10 Acoustic Scene Classification 10 Answer Selection 10 Code Search 10 Conversational Response Selection 10 Dimensionality Reduction 10 Entity Disambiguation 10 Entity Typing 10 Fact Checking 10 Federated Learning 10 Graph Embedding 10 Handwriting generation 10 Handwritten Text Recognition 10 Image Quality Assessment 10 Image Registration 10 Joint Entity and Relation Extraction 10 Motion Forecasting 10 Multi-Label Text Classification 10 Multimodal Deep Learning 10 Nested Named Entity Recognition 10 Open-Domain Dialog 10 Referring Expression Segmentation 10 Robot Navigation 10 Sentence Embeddings 10 Traffic Prediction 10 Video Quality Assessment 10 motion prediction 10 Abusive Language 9 Automatic Post-Editing 9 Change Detection 9 Color Image Denoising 9 Column Type Annotation 9 Community Detection 9 Conditional Image Generation 9 Continuous Control 9 Depth Completion 9 Dialogue State Tracking 9 Face Swapping 9 Generalizable Person Re-identification 9 Hierarchical Multi-label Classification 9 Human Part Segmentation 9 Knowledge Base Question Answering 9 Logical Reasoning 9 Multi-class Classification 9 Object Detection In Indoor Scenes 9 Outlier Detection 9 Point Cloud Registration 9 Pose Prediction 9 Prompt Engineering 9 Semantic Role Labeling 9 Semantic Similarity 9 Surface Normals Estimation 9 Trajectory Forecasting 9 Vehicle Re-Identification 9 Video Summarization 9 Visual Dialog 9 Action Anticipation 8 Adversarial Attack 8 Automated Theorem Proving 8 Automatic Speech Recognition 8 Blind Super-Resolution 8 Boundary Detection 8 Causal Inference 8 Chatbot 8 Citation Recommendation 8 Defect Detection 8 Dialogue Understanding 8 Discourse Parsing 8 Document Layout Analysis 8 Driver Attention Monitoring 8 Edge Detection 8 Explainable artificial intelligence 8 Facial Attribute Classification 8 General Classification 8 Graph Matching 8 Head Pose Estimation 8 Human Behavior Forecasting 8 Human action generation 8 Hyperspectral Image Classification 8 Image/Document Clustering 8 Incremental Learning 8 KG-to-Text Generation 8 Keyword Spotting 8 Learning-To-Rank 8 News Classification 8 Person Search 8 Real-Time Object Detection 8 Semi-Supervised Semantic Segmentation 8 Sign Language Translation 8 Small Data Image Classification 8 Speaker Diarization 8 Table annotation 8 Temporal Tagging 8 Time Series Classification 8 Time Series Prediction 8 Unsupervised Object Detection 8 Unsupervised Video Object Segmentation 8 Video Anomaly Detection 8 Video Inpainting 8 Video Segmentation 8 3D Depth Estimation 7 3D Multi-Object Tracking 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 Chinese Reading Comprehension 7 Code Summarization 7 Colorectal Polyps Characterization 7 Colorization 7 Conversational Question Answering 7 Disaster Response 7 Entity Alignment 7 Event Detection 7 Explanation Generation 7 Extreme Summarization 7 Face Identification 7 Few-Shot Audio 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 Image Matting 7 Image Reconstruction 7 Keypoint Detection 7 Lesion Classification 7 License Plate Detection 7 Low-Light Image Enhancement 7 Molecular Property Prediction 7 Multimodal Activity Recognition 7 Opinion Mining 7 Program Repair 7 Single Image Dehazing 7 Single-View 3D Reconstruction 7 Source Code Summarization 7 Table Detection 7 Text-To-SQL 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 Virtual Try-on 7 3D Absolute Human Pose Estimation 6 3D Classification 6 3D Medical Imaging Segmentation 6 AMR Parsing 6 Abnormal Event Detection In Video 6 Atari Games 6 Bias Detection 6 Body Detection 6 Breast Cancer Detection 6 Chinese Named Entity Recognition 6 Click-Through Rate Prediction 6 Code Classification 6 Code Translation 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 Feature Engineering 6 Few-Shot Relation Classification 6 Food Recognition 6 Formation Energy 6 Fraud Detection 6 Goal-Oriented Dialog 6 Graph Learning 6 Hand-Gesture Recognition 6 Heart rate estimation 6 Image-Based Localization 6 Image-to-Text Retrieval 6 Interactive Segmentation 6 Key Information Extraction 6 License Plate Recognition 6 Lipreading 6 Material Recognition 6 Motion Estimation 6 Motion Synthesis 6 Multi-agent Reinforcement Learning 6 Multiple Instance Learning 6 Multivariate Time Series Imputation 6 Music Transcription 6 Node Clustering 6 Passage Retrieval 6 Person Identification 6 Physical Simulations 6 Product Recommendation 6 Robust Object Detection 6 Scene Segmentation 6 Unsupervised Object Segmentation 6 Video Instance Segmentation 6 Video Recognition 6 Video-Based Person Re-Identification 6 Zero-Shot Transfer Image Classification 6 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 Change Point Detection 5 Chart Question Answering 5 Class-agnostic Object Detection 5 Code Documentation Generation 5 Content-Based Image Retrieval 5 Core set discovery 5 Cross-Lingual NER 5 Dense Video Captioning 5 Document Text Classification 5 Event-based vision 5 Extractive Text Summarization 5 Face Model 5 Face Parsing 5 Face Presentation Attack Detection 5 Face Sketch Synthesis 5 Feature Importance 5 Fine-Grained Visual Categorization 5 Fine-Grained Visual Recognition 5 Gender Bias Detection 5 Genre classification 5 Graph Generation 5 Grasp Contact Prediction 5 Handwriting Verification 5 Handwritten Digit Recognition 5 Human Interaction Recognition 5

English 7 Chinese 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 Dogri (macrolanguage) 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 Korean 0 Krio 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 Lushai 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 Fulfulde 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