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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 361–370 of 1149 papers

Title	Date	Tasks	Status	Hype	Score
Temporal Aggregate Representations for Long-Range Video Understanding	Jun 1, 2020	Action AnticipationAction Recognition	CodeCode Available	1	5
Object-Region Video Transformers	Oct 13, 2021	Action DetectionAction Recognition	CodeCode Available	1	5
Temporal Interlacing Network	Jan 17, 2020	Optical Flow EstimationVideo Understanding	CodeCode Available	1	5
Large Scale Holistic Video Understanding	Apr 25, 2019	Action ClassificationAction Recognition	CodeCode Available	1	5
EgoTaskQA: Understanding Human Tasks in Egocentric Videos	Oct 8, 2022	Action Localizationcounterfactual	CodeCode Available	1	5
EgoSurgery-Phase: A Dataset of Surgical Phase Recognition from Egocentric Open Surgery Videos	May 30, 2024	Action RecognitionSurgical phase recognition	CodeCode Available	1	5
Task-Driven Exploration: Decoupling and Inter-Task Feedback for Joint Moment Retrieval and Highlight Detection	Apr 14, 2024	Highlight DetectionMoment Retrieval	CodeCode Available	1	5
EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding	Aug 17, 2023	DiagnosticEgoSchema	CodeCode Available	1	5
Hier-EgoPack: Hierarchical Egocentric Video Understanding with Diverse Task Perspectives	Feb 4, 2025	Video Understanding	CodeCode Available	1	5
Can An Image Classifier Suffice For Action Recognition?	Jun 26, 2021	Action Recognitionimage-classification	CodeCode Available	1	5

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