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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 551–600 of 1149 papers

TitleStatusHype
MomentSeeker: A Task-Oriented Benchmark For Long-Video Moment Retrieval—0
iMOVE: Instance-Motion-Aware Video Understanding—0
Semantics-aware Test-time Adaptation for 3D Human Pose Estimation—0
Optimizing GPT for Video Understanding: Zero-Shot Performance and Prompt Engineering—0
Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis—0
A Survey on Mamba Architecture for Vision Applications—0
A Survey on Video Analytics in Cloud-Edge-Terminal Collaborative Systems—0
CoS: Chain-of-Shot Prompting for Long Video Understanding—0
WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs—0
MaxInfo: A Training-Free Key-Frame Selection Method Using Maximum Volume for Enhanced Video Understanding—0
A Decade of Action Quality Assessment: Largest Systematic Survey of Trends, Challenges, and Future Directions—0
LV-XAttn: Distributed Cross-Attention for Long Visual Inputs in Multimodal Large Language Models—0
Exploring the Role of Explicit Temporal Modeling in Multimodal Large Language Models for Video Understanding—0
Understanding Long Videos via LLM-Powered Entity Relation Graphs—0
HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding—0
Temporal Preference Optimization for Long-Form Video Understanding—0
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model—0
InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling—0
HFGCN:Hypergraph Fusion Graph Convolutional Networks for Skeleton-Based Action Recognition—0
Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks—0
Video Quality Assessment for Online Processing: From Spatial to Temporal Sampling—0
X-LeBench: A Benchmark for Extremely Long Egocentric Video Understanding—0
Zero-shot Shark Tracking and Biometrics from Aerial Imagery—0
LongViTU: Instruction Tuning for Long-Form Video Understanding—0
LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding—0
H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving—0
Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs—0
MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models—0
HLV-1K: A Large-scale Hour-Long Video Benchmark for Time-Specific Long Video UnderstandingCode0
HuMoCon: Concept Discovery for Human Motion Understanding—0
Efficient Motion-Aware Video MLLM—0
VEU-Bench: Towards Comprehensive Understanding of Video Editing—0
Video Language Model Pretraining with Spatio-temporal Masking—0
Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs—0
AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction—0
HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding—0
Adapting Pre-trained 3D Models for Point Cloud Video Understanding via Cross-frame Spatio-temporal Perception—0
Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models—0
Flexible Frame Selection for Efficient Video Reasoning—0
OV-HHIR: Open Vocabulary Human Interaction Recognition Using Cross-modal Integration of Large Language Models—0
Embodied VideoAgent: Persistent Memory from Egocentric Videos and Embodied Sensors Enables Dynamic Scene Understanding—0
CaReBench: A Fine-Grained Benchmark for Video Captioning and Retrieval—0
Detection-Fusion for Knowledge Graph Extraction from VideosCode0
MVTamperBench: Evaluating Robustness of Vision-Language Models—0
Perceive, Query & Reason: Enhancing Video QA with Question-Guided Temporal Queries—0
HumanVBench: Exploring Human-Centric Video Understanding Capabilities of MLLMs with Synthetic Benchmark Data—0
Video Domain Incremental Learning for Human Action Recognition in Home Environments—0
FriendsQA: A New Large-Scale Deep Video Understanding Dataset with Fine-grained Topic Categorization for Story VideosCode0
ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries—0
FocusChat: Text-guided Long Video Understanding via Spatiotemporal Information Filtering—0
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