Images 7 Actions 1 Biology 1 Biomedical 1 Texts 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 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 Speech 0 Stereo 0 Tables 0 Tabular 0 Time series 0 Tracking 0 fMRI 0

Transfer Learning × Question Answering 287 Semantic Segmentation 215 Object Detection 191 Image Classification 170 Language Modelling 128 Speech Recognition 120 Named Entity Recognition 92 Reading Comprehension 89 Pose Estimation 87 Text Classification 87 Action Recognition 84 Visual Question Answering 78 Sentiment Analysis 73 Text Generation 69 Domain Adaptation 66 Natural Language Inference 64 Information Retrieval 63 Data Augmentation 60 Face Recognition 60 Machine Translation 60 Autonomous Driving 58 Text Summarization 57 Depth Estimation 55 Image Generation 55 Natural Language Understanding 55 Relation Extraction 54 Link Prediction 50 Word Embeddings 48 Anomaly Detection 47 Image Captioning 46 Instance Segmentation 46 Image Retrieval 45 Person Re-Identification 45 Multi-Task Learning 40 Scene Understanding 39 Abstractive Text Summarization 38 Temporal Action Localization 38 Common Sense Reasoning 37 Coreference Resolution 37 Machine Reading Comprehension 37 Recommendation Systems 37 Object Tracking 36 Semantic Parsing 36 Decision Making 35 Knowledge Graphs 34 Node Classification 34 Object Recognition 34 Graph Classification 32 Medical Image Segmentation 32 Misinformation 31 Video Understanding 31 3D Reconstruction 30 Emotion Recognition 30 Image Super-Resolution 30 Optical Character Recognition 30 Optical Flow Estimation 29 Fine-Grained Image Classification 28 Image-to-Image Translation 27 Document Summarization 26 3D Object Detection 25 Autonomous Vehicles 25 Entity Linking 25 Face Detection 25 Metric Learning 25 Neural Architecture Search 25 2D Semantic Segmentation 24 Action Detection 24 Few-Shot Learning 24 Multi-Label Classification 24 Self-Supervised Learning 24 Super-Resolution 24 3D Human Pose Estimation 23 Activity Recognition 23 Hate Speech Detection 23 Trajectory Prediction 23 Visual Reasoning 23 Fake News Detection 22 Speaker Recognition 22 Unsupervised Domain Adaptation 22 Video Captioning 22 Zero-Shot Learning 22 Code Generation 21 Continual Learning 21 Dialogue Generation 21 Skeleton Based Action Recognition 21 3D Pose Estimation 20 Action Classification 20 Facial Expression Recognition 20 Part-Of-Speech Tagging 20 Scene Classification 20 Video Retrieval 20 Face Verification 19 Question Generation 19 3D Semantic Segmentation 18 Data-to-Text Generation 18 Domain Generalization 18 Image Clustering 18 Open-Domain Question Answering 18 Stance Detection 18 Crowd Counting 17 Few-Shot Image Classification 17 Graph Clustering 17 Hand Pose Estimation 17 Handwriting Recognition 17 Human-Object Interaction Detection 17 Multi-Object Tracking 17 Music Information Retrieval 17 Sound Event Detection 17 Video Question Answering 17 Audio Classification 16 Denoising 16 Face Alignment 16 Imitation Learning 16 Meta-Learning 16 Monocular Depth Estimation 16 Music Generation 16 Salient Object Detection 16 Scene Text Recognition 16 Video Prediction 16 Visual Localization 16 Visual Object Tracking 16 Visual Tracking 16 Cross-Lingual Transfer 15 Emotion Classification 15 Face Anti-Spoofing 15 Image Inpainting 15 Object Counting 15 Out-of-Distribution Detection 15 Paraphrase Identification 15 Relation Classification 15 Semantic Textual Similarity 15 Speech Enhancement 15 Speech Synthesis 15 Style Transfer 15 Task-Oriented Dialogue Systems 15 Visual Odometry 15 Word Sense Disambiguation 15 Active Learning 14 Cross-Modal Retrieval 14 Density Estimation 14 Fairness 14 Multi-Document Summarization 14 Panoptic Segmentation 14 RGB Salient Object Detection 14 Sign Language Recognition 14 Slot Filling 14 3D Hand Pose Estimation 13 Age Estimation 13 Computed Tomography (CT) 13 Fact Verification 13 Gesture Recognition 13 Image Dehazing 13 Language Identification 13 Simultaneous Localization and Mapping 13 Stereo Matching 13 Visual Navigation 13 2D Human Pose Estimation 12 Activity Detection 12 Audio Source Separation 12 Document Classification 12 Image Denoising 12 Intent Detection 12 Lane Detection 12 Novel View Synthesis 12 Object Localization 12 Paraphrase Generation 12 Pedestrian Detection 12 Quantization 12 Robotic Grasping 12 Saliency Detection 12 Scene Recognition 12 Scene Text Detection 12 Sequence-to-sequence Language Modeling 12 Stochastic Optimization 12 Token Classification 12 Video Classification 12 Vision and Language Navigation 12 Aspect-Based Sentiment Analysis 11 COVID-19 Diagnosis 11 Clustering Algorithms Evaluation 11 DeepFake Detection 11 Disentanglement 11 Gaze Estimation 11 Hand Gesture Recognition 11 Knowledge Graph Completion 11 Referring Expression Segmentation 11 Self-Driving Cars 11 Semi-Supervised Image Classification 11 Sentence Embeddings 11 Speech Separation 11 Text Simplification 11 Unsupervised Anomaly Detection 11 Weakly Supervised Object Detection 11 3D Instance Segmentation 10 Action Recognition In Videos 10 Action Segmentation 10 Cell Segmentation 10 Conversational Response Selection 10 Deblurring 10 Dependency Parsing 10 Dimensionality Reduction 10 Facial Landmark Detection 10 Graph Embedding 10 Human Detection 10 Image Compression 10 Intent Classification 10 Multi-Label Text Classification 10 Multiple Object Tracking 10 Outlier Detection 10 Real-Time Semantic Segmentation 10 Relational Reasoning 10 Sentence Classification 10 Small Data Image Classification 10 Text-To-Speech Synthesis 10 Visual Place Recognition 10 Animal Pose Estimation 9 Automatic Post-Editing 9 Classification 9 Code Search 9 Depth Completion 9 Emotion Recognition in Conversation 9 Entity Disambiguation 9 Grammatical Error Correction 9 Image Enhancement 9 Image Restoration 9 Learning-To-Rank 9 Lesion Segmentation 9 Nested Named Entity Recognition 9 Person Search 9 Real-Time Object Detection 9 Robot Navigation 9 Video Frame Interpolation 9 Visual Dialog 9 Weather Forecasting 9 3D Action Recognition 8 3D Face Reconstruction 8 Acoustic Scene Classification 8 Color Image Denoising 8 Community Detection 8 Dialogue State Tracking 8 Event Extraction 8 Face Swapping 8 General Classification 8 Generalizable Person Re-identification 8 Generalized Zero-Shot Learning 8 Handwriting generation 8 Hierarchical Multi-label Classification 8 Human Part Segmentation 8 Image/Document Clustering 8 Imputation 8 Keypoint Detection 8 Knowledge Base Question Answering 8 Long-tail Learning 8 Low-Light Image Enhancement 8 Motion Estimation 8 Semantic Similarity 8 Spoken Language Understanding 8 Text-To-Sql 8 Time Series Forecasting 8 Trajectory Forecasting 8 Video Generation 8 Video Summarization 8 motion prediction 8 Abusive Language 7 Ad-hoc video search 7 Adversarial Attack 7 Adversarial Robustness 7 Answer Selection 7 Automated Theorem Proving 7 Brain Tumor Segmentation 7 Chinese Reading Comprehension 7 Code Summarization 7 Colorectal Polyps Characterization 7 Continuous Control 7 Disaster Response 7 Document Layout Analysis 7 Edge Detection 7 Entity Resolution 7 Entity Typing 7 Explainable artificial intelligence 7 Federated Learning 7 Font Recognition 7 Graph Regression 7 Homography Estimation 7 Human action generation 7 Image Matting 7 Incremental Learning 7 Interactive Segmentation 7 Keyword Spotting 7 Learning with noisy labels 7 Lesion Classification 7 Math Word Problem Solving 7 Medical Diagnosis 7 Motion Segmentation 7 Multimodal Activity Recognition 7 Multiple Instance Learning 7 Multivariate Time Series Forecasting 7 NER 7 Node Clustering 7 Open Information Extraction 7 Opinion Mining 7 Point Cloud Registration 7 Sarcasm Detection 7 Sign Language Translation 7 Single Image Dehazing 7 Source Code Summarization 7 Speaker Diarization 7 Speech Emotion Recognition 7 Table Detection 7 Unsupervised Video Object Segmentation 7 Vehicle Re-Identification 7 Video Quality Assessment 7 Video Super-Resolution 7 3D Human Reconstruction 6 3D Object Recognition 6 6D Pose Estimation 6 AMR Parsing 6 Action Anticipation 6 Adversarial Defense 6 Atari Games 6 Audio Generation 6 Audio Tagging 6 Chatbot 6 Community Question Answering 6 Constituency Parsing 6 Conversational Question Answering 6 Cross-Lingual Question Answering 6 Dictionary Learning 6 Discourse Parsing 6 Document Ranking 6 Drug Discovery 6 Extreme Summarization 6 Fact Checking 6 Few-Shot Relation Classification 6 Gait Recognition 6 Goal-Oriented Dialog 6 Graph Matching 6 Hyperspectral Image Classification 6 Image Registration 6 Joint Entity and Relation Extraction 6 KG-to-Text Generation 6 License Plate Recognition 6 Lipreading 6 Mathematical Question Answering 6 Multi-class Classification 6 Multimodal Sentiment Analysis 6 Music Modeling 6 Music Source Separation 6 Music Transcription 6 Network Intrusion Detection 6 News Classification 6 Offline RL 6 Open-Domain Dialog 6 Product Recommendation 6 Program Repair 6 RGB-D Salient Object Detection 6 Scientific Document Summarization 6 Semantic Role Labeling 6 Semi-Supervised Video Object Segmentation 6 Sentence Embedding 6 Starcraft 6 Surface Normals Estimation 6 Table-to-Text Generation 6 Text-Image Retrieval 6 Time Series 6 Video Inpainting 6 Video Object Segmentation 6 Video Recognition 6 Video-Based Person Re-Identification 6 3D Absolute Human Pose Estimation 5 3D Classification 5 3D Depth Estimation 5 3D Medical Imaging Segmentation 5 3D Point Cloud Classification 5 AMR-to-Text Generation 5 Action Quality Assessment 5 AutoML 5 Bayesian Inference 5 Binarization 5 Boundary Detection 5 Change Point Detection 5 Chinese Named Entity Recognition 5 Citation Recommendation 5 Class-agnostic Object Detection 5 Code Documentation Generation 5 Colorization 5 Conditional Image Generation 5 Content-Based Image Retrieval 5 Contrastive Learning 5 Core set discovery 5 Dense Video Captioning 5 Dialogue Understanding 5 EEG 5 Face Identification 5 Face Model 5 Face Presentation Attack Detection 5 Face Sketch Synthesis 5 Feature Engineering 5 Few-Shot Audio Classification 5 Fine-Grained Image Recognition 5 Fine-Grained Visual Categorization 5 Fine-Grained Visual Recognition 5 Food Recognition 5 Graph Generation 5 Handwritten Text Recognition 5 Head Pose Estimation 5 Human Interaction Recognition 5 Image Quality Assessment 5 JPEG Artifact Correction 5 Language Acquisition 5 Lexical Entailment 5 License Plate Detection 5 Lip Reading 5 Medical Named Entity Recognition 5 Medical Relation Extraction 5 Morphological Analysis 5 Multi-Person Pose Estimation 5 Multi-agent Reinforcement Learning 5 Multimodal Deep Learning 5 Multimodal Emotion Recognition 5 Multivariate Time Series Imputation 5 Music Classification 5 Natural Language Visual Grounding 5 Network Pruning 5 Object Detection In Aerial Images 5 Object Proposal Generation 5 Online Multi-Object Tracking 5 Partial Domain Adaptation 5 Pedestrian Attribute Recognition 5 Physical Simulations 5 Region Proposal 5 Representation Learning 5 SSTOD 5 Scene Generation 5 Scene Segmentation 5 Semantic correspondence 5 Spatio-Temporal Action Localization 5 Stereo Matching Hand 5 Structured Prediction 5 Systematic Generalization 5 Traffic Prediction 5 Translation 5 Unsupervised Person Re-Identification 5 Unsupervised Semantic Segmentation 5 Video Segmentation 5 3D Face Animation 4 3D Feature Matching 4 3D Multi-Object Tracking 4 3D Multi-Person Pose Estimation 4 3D Object Tracking 4 3D Shape Reconstruction 4 6D Pose Estimation using RGB 4 Action Triplet Recognition 4 Action Understanding 4 Aesthetics Quality Assessment 4 Age And Gender Classification 4 Autonomous Navigation 4 Bias Detection 4 Biomedical Information Retrieval 4 Brain Segmentation 4 Causal Inference 4 Classification with Binary Weight Network 4 Click-Through Rate Prediction 4 Clinical Concept Extraction 4 Code Completion 4 Color Constancy 4 Compressive Sensing 4 Cross-Lingual NER 4 Data Free Quantization 4 Defect Detection 4 Dialogue Act Classification 4 Discourse Segmentation 4 Egocentric Activity Recognition 4 Environmental Sound Classification 4 Event-based vision 4 Extractive Text Summarization 4 Face Parsing 4 Feature Importance 4 Few Shot Action Recognition 4 Few-Shot Object Detection 4 Formation Energy 4 Fraud Detection 4 Gaussian Processes 4 Gaze Prediction 4 Gender Prediction 4 General Reinforcement Learning 4 Genre classification 4 Goal-Oriented Dialogue Systems 4 Graph Representation Learning 4 Grasp Contact Prediction 4 Hand Segmentation 4 Hand-Gesture Recognition 4 Human Pose Forecasting 4 Image Manipulation 4 Image Reconstruction 4 Image Stitching 4 Image-based Automatic Meter Reading 4 Keyword Extraction 4 LIDAR Semantic Segmentation 4

English 4 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 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 Chinese 0 Choctaw 0 Chukot 0 Church Slavic 0 Chuvash 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 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 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 Zeeuws 0 Zhuang 0 Zulu 0