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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	Score
VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation	May 20, 2025	MMEMultiple-choice	CodeCode Available	4	5
An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models	Mar 11, 2024	Computational EfficiencyVideo Understanding	CodeCode Available	4	5
VideoChat: Chat-Centric Video Understanding	May 10, 2023	Question AnsweringVideo-based Generative Performance Benchmarking	CodeCode Available	4	5
Video Understanding with Large Language Models: A Survey	Dec 29, 2023	SurveyVideo Understanding	CodeCode Available	4	5
TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos	Apr 24, 2025	MMEVideo MME	CodeCode Available	3	5
Towards Universal Soccer Video Understanding	Dec 2, 2024	Action ClassificationSports Understanding	CodeCode Available	3	5
Harnessing Temporal Causality for Advanced Temporal Action Detection	Jul 25, 2024	Action DetectionAction Recognition	CodeCode Available	3	5
SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference	Oct 6, 2024	Language ModelingLanguage Modelling	CodeCode Available	3	5
Hawk: Learning to Understand Open-World Video Anomalies	May 27, 2024	Anomaly DetectionQuestion Answering	CodeCode Available	3	5
Flash-VStream: Memory-Based Real-Time Understanding for Long Video Streams	Jun 12, 2024	cross-modal alignmentLanguage Modelling	CodeCode Available	3	5

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