conftrace_

long video understanding

21 papers

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Also known as

LVU

Co-occurring keywords

multimodal large language model (966) video understanding (1658) video question answering (199) video large language model (44) temporal reasoning (313) long-form video (22) large language model (13587) long video (20) efficient computing (781) question answering (2963)

Papers

VideoStir: Understanding Long Videos via Spatio-Temporally Structured and Intent-Aware RAG ACL 2026
VideoMind: Thinking in Steps for Long Video Understanding EACL 2026
APVR: Hour-Level Long Video Understanding with Adaptive Pivot Visual Information Retrieval AAAI 2026
VideoPro: Adaptive Program Reasoning for Long Video Understanding ACL 2026
Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers ICCV 2025
LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents ICCV 2025
ViPE: Visual Perception in Parameter Space for Efficient Video-Language Understanding EMNLP 2025
InfiniBench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and TV Shows EMNLP 2025
METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding EMNLP 2025
DrVideo: Document Retrieval Based Long Video Understanding CVPR 2025
ReWind: Understanding Long Videos with Instructed Learnable Memory CVPR 2025
LVBench: An Extreme Long Video Understanding Benchmark ICCV 2025
Generative Frame Sampler for Long Video Understanding ACL 2025
Sharper and Faster mean Better: Towards More Efficient Vision-Language Model for Hour-scale Long Video Understanding ACL 2025
From Trial to Triumph: Advancing Long Video Understanding via Visual Context Sample Scaling and Self-reward Alignment ICCV 2025
Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding CVPR 2025
Language Repository for Long Video Understanding ACL 2025
MLVU: Benchmarking Multi-task Long Video Understanding CVPR 2025
SEAL: Semantic Attention Learning for Long Video Representation CVPR 2025
Koala: Key Frame-Conditioned Long Video-LLM CVPR 2024
Video Token Merging for Long Video Understanding NIPS 2024