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658,356 papers257,810 code links4,818 tasks

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Title	Date	Tasks	Status	Hype
Perception Encoder: The best visual embeddings are not at the output of the network	Apr 17, 2025	Depth EstimationLanguage Modeling	CodeCode Available	8
Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution	Feb 21, 2022		CodeCode Available	2

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Foundations & Efficiency

399 tasks311,871 papers

· Neural Architecture Search
· Long-tail Learning
· Unsupervised Domain Adaptation

Language & Reasoning

995 tasks250,033 papers

· Question Answering
· Natural Language Inference
· Language Modelling

Computer Vision

1,775 tasks192,169 papers

· Image Classification
· Semantic Segmentation
· Object Detection

Reinforcement Learning & Robotics

167 tasks58,100 papers

· Atari Games
· Lane Detection
· Continuous Control

Time Series & Forecasting

265 tasks56,669 papers

· Anomaly Detection
· Time Series Forecasting
· Motion Forecasting

Generative Models

126 tasks51,010 papers

· Image Generation
· Image Super-Resolution
· Video Super-Resolution

Medical & Scientific

441 tasks33,210 papers

· Medical Image Segmentation
· Molecular Property Prediction
· Drug Discovery

Recommendation & Retrieval

70 tasks33,145 papers

· Recommendation Systems
· Click-Through Rate Prediction
· Collaborative Filtering

Audio & Speech

239 tasks31,835 papers

· Speech Recognition
· Audio Classification
· Speech Separation

Graphs & Structured Data

170 tasks28,838 papers

· Node Classification
· Graph Classification
· Link Prediction

Multimodal & Vision-Language

171 tasks22,307 papers

· Visual Question Answering (VQA)
· Image Captioning
· Image Retrieval