"long video understanding" Papers

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Conference

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Paper Type

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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

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