SOTAVerified

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 626–650 of 1149 papers

TitleStatusHype
SAVEn-Vid: Synergistic Audio-Visual Integration for Enhanced Understanding in Long Video Context—0
OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition under OcclusionsCode0
ReWind: Understanding Long Videos with Instructed Learnable Memory—0
Beyond Training: Dynamic Token Merging for Zero-Shot Video Understanding—0
Extending Video Masked Autoencoders to 128 frames—0
Principles of Visual Tokens for Efficient Video Understanding—0
VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation—0
DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding—0
AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction—0
ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models—0
Can MLLMs Guide Weakly-Supervised Temporal Action Localization Tasks?—0
EVQAScore: Efficient Video Question Answering Data Evaluation—0
Video RWKV:Video Action Recognition Based RWKV—0
Personalized Video Summarization by Multimodal Video Understanding—0
Video Token Merging for Long-form Video Understanding—0
Situational Scene Graph for Structured Human-centric Situation UnderstandingCode0
Zero-Shot Action Recognition in Surveillance Videos—0
Egocentric and Exocentric Methods: A Short Survey—0
Adaptive Video Understanding Agent: Enhancing efficiency with dynamic frame sampling and feedback-driven reasoning—0
EVA: An Embodied World Model for Future Video Anticipation—0
ContextDet: Temporal Action Detection with Adaptive Context Aggregation—0
FIOVA: A Multi-Annotator Benchmark for Human-Aligned Video Captioning—0
Making Every Frame Matter: Continuous Video Understanding for Large Models via Adaptive State Modeling—0
Zero-shot Action Localization via the Confidence of Large Vision-Language Models—0
VidCompress: Memory-Enhanced Temporal Compression for Video Understanding in Large Language Models—0
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