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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 1091–1100 of 1149 papers

Title	Date	Tasks	Status	Hype
Recurrent Space-time Graph Neural Networks	Apr 11, 2019	Action RecognitionHuman-Object Interaction Detection	CodeCode Available	0
TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos	May 26, 2025	AttributeVideo Understanding	CodeCode Available	0
ACVUBench: Audio-Centric Video Understanding Benchmark	Mar 25, 2025	Video Understanding	CodeCode Available	0
AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures	May 30, 2019	Action ClassificationAction Recognition	CodeCode Available	0
Win-Fail Action Recognition	Feb 15, 2021	Action RecognitionAction Understanding	CodeCode Available	0
VideoQA in the Era of LLMs: An Empirical Study	Aug 8, 2024	Multimodal Large Language ModelVideo Question Answering	CodeCode Available	0
UAL-Bench: The First Comprehensive Unusual Activity Localization Benchmark	Oct 2, 2024	Unusual Activity LocalizationVideo Understanding	CodeCode Available	0
ActAlign: Zero-Shot Fine-Grained Video Classification via Language-Guided Sequence Alignment	Jun 28, 2025	Dynamic Time WarpingLarge Language Model	CodeCode Available	0
EVA02-AT: Egocentric Video-Language Understanding with Spatial-Temporal Rotary Positional Embeddings and Symmetric Optimization	Jun 17, 2025	Multi-Instance RetrievalRetrieval	CodeCode Available	0
Enhancing Temporal Modeling of Video LLMs via Time Gating	Oct 8, 2024	MVBenchQuestion Answering	CodeCode Available	0

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