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Video Understanding

A crucial task of Video Understanding is to recognise and localise (in space and time) different actions or events appearing in the video.

Source: Action Detection from a Robot-Car Perspective

Papers

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Showing 31–40 of 1149 papers

Title	Date	Tasks	Status	Hype
Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding	Jun 5, 2023	Language ModelingLanguage Modelling	CodeCode Available	4
VideoChat: Chat-Centric Video Understanding	May 10, 2023	Question AnsweringVideo-based Generative Performance Benchmarking	CodeCode Available	4
InternVideo: General Video Foundation Models via Generative and Discriminative Learning	Dec 6, 2022	Action ClassificationAction Recognition	CodeCode Available	4
Flamingo: a Visual Language Model for Few-Shot Learning	Apr 29, 2022	Few-Shot LearningGenerative Visual Question Answering	CodeCode Available	4
Flash-VStream: Efficient Real-Time Understanding for Long Video Streams	Jun 30, 2025	cross-modal alignmentEgoSchema	CodeCode Available	3
TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos	Apr 24, 2025	MMEVideo MME	CodeCode Available	3
VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning	Apr 9, 2025	MVBenchObject Tracking	CodeCode Available	3
XAttention: Block Sparse Attention with Antidiagonal Scoring	Mar 20, 2025	Video GenerationVideo Understanding	CodeCode Available	3
VideoMind: A Chain-of-LoRA Agent for Long Video Reasoning	Mar 17, 2025	Grounded Video Question AnsweringQuestion Answering	CodeCode Available	3
EgoLife: Towards Egocentric Life Assistant	Mar 5, 2025	Question AnsweringVideo Understanding	CodeCode Available	3

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