2025 "long video understanding" Papers
11 papers found
Adaptive Keyframe Sampling for Long Video Understanding
Xi Tang, Jihao Qiu, Lingxi Xie et al.
CVPR 2025posterarXiv:2502.21271
68
citations
AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding
Xue zhucun, Jiangning Zhang, Xie Xurong et al.
NeurIPS 2025posterarXiv:2506.13589
7
citations
AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning
Yiwu Zhong, Zhuoming Liu, Yin Li et al.
ICCV 2025posterarXiv:2412.03248
21
citations
CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding
Guo Chen, Yicheng Liu, Yifei Huang et al.
ICLR 2025posterarXiv:2412.12075
41
citations
Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding
Weiyu Guo, Ziyang Chen, Shaoguang WANG et al.
NeurIPS 2025oralarXiv:2503.13139
18
citations
LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents
Boyu Chen, Zhengrong Yue, Siran Chen et al.
ICCV 2025posterarXiv:2503.10200
21
citations
One Token per Highly Selective Frame: Towards Extreme Compression for Long Video Understanding
Zheyu Zhang, Ziqi Pang, Shixing Chen et al.
NeurIPS 2025oral
SEAL: Semantic Attention Learning for Long Video Representation
Lan Wang, Yujia Chen, Wen-Sheng Chu et al.
CVPR 2025posterarXiv:2412.01798
7
citations
Vgent: Graph-based Retrieval-Reasoning-Augmented Generation For Long Video Understanding
Xiaoqian Shen, Wenxuan Zhang, Jun Chen et al.
NeurIPS 2025oralarXiv:2510.14032
6
citations
VideoLucy: Deep Memory Backtracking for Long Video Understanding
Jialong Zuo, Yongtai Deng, Lingdong Kong et al.
NeurIPS 2025oralarXiv:2510.12422
2
citations
World Model on Million-Length Video And Language With Blockwise RingAttention
Hao Liu, Wilson Yan, Matei Zaharia et al.
ICLR 2025oralarXiv:2402.08268
144
citations