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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 11–20 of 1149 papers

Title	Date	Tasks	Status	Hype
VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding	Jan 22, 2025	PhilosophyVideo Question Answering	CodeCode Available	5
ShareGPT4Video: Improving Video Understanding and Generation with Better Captions	Jun 6, 2024	Video CaptioningVideo Generation	CodeCode Available	5
VideoMamba: State Space Model for Efficient Video Understanding	Mar 11, 2024	Action ClassificationMamba	CodeCode Available	5
PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning	Apr 25, 2024	Dense CaptioningMVBench	CodeCode Available	4
Eagle 2.5: Boosting Long-Context Post-Training for Frontier Vision-Language Models	Apr 21, 2025	MMEVideo MME	CodeCode Available	4
PVUW 2024 Challenge on Complex Video Understanding: Methods and Results	Jun 24, 2024	SegmentationSemantic Segmentation	CodeCode Available	4
InternVideo: General Video Foundation Models via Generative and Discriminative Learning	Dec 6, 2022	Action ClassificationAction Recognition	CodeCode Available	4
Kwai Keye-VL Technical Report	Jul 2, 2025	Instruction FollowingReinforcement Learning (RL)	CodeCode Available	4
Goldfish: Vision-Language Understanding of Arbitrarily Long Videos	Jul 17, 2024	RetrievalVideo Understanding	CodeCode Available	4
Flamingo: a Visual Language Model for Few-Shot Learning	Apr 29, 2022	Few-Shot LearningGenerative Visual Question Answering	CodeCode Available	4

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