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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 1081–1090 of 1149 papers

Title	Date	Tasks	Status	Hype
SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding	Apr 30, 2025	Video Understanding	CodeCode Available	0
ScVLM: Enhancing Vision-Language Model for Safety-Critical Event Understanding	Oct 1, 2024	Contrastive LearningHallucination	CodeCode Available	0
Exploiting Long-Term Dependencies for Generating Dynamic Scene Graphs	Dec 18, 2021	Graph GenerationObject	CodeCode Available	0
Screencast Tutorial Video Understanding	Jun 1, 2020	object-detectionObject Detection	CodeCode Available	0
Video Object Segmentation using Supervoxel-Based Gerrymandering	Apr 18, 2017	ObjectSemantic Segmentation	CodeCode Available	0
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding	May 29, 2025	AvgVideo Understanding	CodeCode Available	0
Representation Flow for Action Recognition	Oct 2, 2018	Action ClassificationAction Recognition	CodeCode Available	0
TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition	Mar 30, 2017	Action ClassificationAction Recognition	CodeCode Available	0
Relation-aware Hierarchical Attention Framework for Video Question Answering	May 13, 2021	Question AnsweringRelation	CodeCode Available	0
Re-ID-AR: Improved Person Re-identification in Video via Joint Weakly Supervised Action Recognition	Nov 1, 2021	Action RecognitionPerson Re-Identification	CodeCode Available	0

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