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Categories

Browse papers by research area and topic

8

Areas

70

Categories

201,787

Total Papers

🖼️

Computer Vision

19,248 papers · 14 subcategories

Image Classification3.7kImage Generation3.0kObject Detection2.3k3D Vision2.1kMedical Imaging1.6kFace Analysis1.5kImage Segmentation1.3kLow-Level Vision978Autonomous Driving916Pose Estimation667Video Understanding547Visual Tracking304Document Analysis175Scene Understanding93
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Natural Language Processing

17,727 papers · 10 subcategories

Large Language Models10.1kText Generation3.0kReasoning & Math1.0kMachine Translation975Dialogue Systems832Code Intelligence719Sentiment Analysis442Question Answering311Information Extraction234Summarization95
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Multimodal & Vision-Language

10,198 papers · 6 subcategories

Text-to-Image4.0kVision-Language Models3.6kEmbodied AI2.0kVisual QA255Image Captioning184Video-Language118
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Learning Paradigms

26,654 papers · 9 subcategories

Reinforcement Learning7.8kOnline Learning5.6kSelf-Supervised Learning4.5kFederated Learning2.8kTransfer Learning2.2kMeta-Learning1.8kActive Learning881Continual Learning616Few-Shot Learning549
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Architectures & Methods

51,701 papers · 9 subcategories

Graph Neural Networks9.9kModel Compression9.9kEfficient Inference7.8kRecurrent Networks6.4kMixture of Experts5.8kDiffusion Models5.5kNeural Architecture Search3.9kTransformers2.2kKnowledge Distillation284
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Theory & Foundations

45,793 papers · 7 subcategories

Learning Theory17.4kOptimization11.3kComputational Neuroscience9.6kProbabilistic Methods4.1kCausal Inference1.8kGame Theory934Information Theory706
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Trustworthy & Responsible AI

13,891 papers · 5 subcategories

Robustness8.5kInterpretability2.2kPrivacy & Security1.2kFairness & Bias1.0kSafety & Alignment969
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Applications

16,575 papers · 10 subcategories

Time Series7.0kScientific ML2.2kHealthcare AI1.7kRobotics1.1kSpeech & Audio1.0kDrug Discovery857Climate & Sustainability817Finance & Economics659Information Retrieval639Recommendation525