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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 181–190 of 1149 papers

Title	Date	Tasks	Status	Hype	Score
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos	Jun 12, 2024	counterfactualFuture prediction	CodeCode Available	1	5
Modeling Video As Stochastic Processes for Fine-Grained Video Representation Learning	Jan 1, 2023	Contrastive LearningRepresentation Learning	CodeCode Available	1	5
AutoVideo: An Automated Video Action Recognition System	Aug 9, 2021	Action RecognitionAutoML	CodeCode Available	1	5
HAT: History-Augmented Anchor Transformer for Online Temporal Action Localization	Aug 12, 2024	Action LocalizationTemporal Action Localization	CodeCode Available	1	5
Action Scene Graphs for Long-Form Understanding of Egocentric Videos	Dec 6, 2023	Action AnticipationForm	CodeCode Available	1	5
MM-Pyramid: Multimodal Pyramid Attentional Network for Audio-Visual Event Localization and Video Parsing	Nov 24, 2021	audio-visual event localizationVideo Understanding	CodeCode Available	1	5
Grounded Question-Answering in Long Egocentric Videos	Dec 11, 2023	Video GroundingVideo Question Answering	CodeCode Available	1	5
Learning Video Context as Interleaved Multimodal Sequences	Jul 31, 2024	Language ModelingLanguage Modelling	CodeCode Available	1	5
Agentic Keyframe Search for Video Question Answering	Mar 20, 2025	EgoSchemaQuestion Answering	CodeCode Available	1	5
MM-VID: Advancing Video Understanding with GPT-4V(ision)	Oct 30, 2023	Script GenerationVideo Understanding	CodeCode Available	1	5

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