Poster "long video understanding" Papers

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Adaptive Keyframe Sampling for Long Video Understanding

Xi Tang, Jihao Qiu, Lingxi Xie et al.

CVPR 2025posterarXiv:2502.21271

AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding

Xue zhucun, Jiangning Zhang, Xie Xurong et al.

NeurIPS 2025posterarXiv:2506.13589

AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning

Yiwu Zhong, Zhuoming Liu, Yin Li et al.

ICCV 2025posterarXiv:2412.03248

CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding

Guo Chen, Yicheng Liu, Yifei Huang et al.

ICLR 2025posterarXiv:2412.12075

LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents

Boyu Chen, Zhengrong Yue, Siran Chen et al.

ICCV 2025posterarXiv:2503.10200

MLVU: Benchmarking Multi-task Long Video Understanding

Junjie Zhou, Yan Shu, Bo Zhao et al.

CVPR 2025posterarXiv:2406.04264

MR. Video: MapReduce as an Effective Principle for Long Video Understanding

Ziqi Pang, Yu-Xiong Wang

NeurIPS 2025poster

SEAL: Semantic Attention Learning for Long Video Representation

Lan Wang, Yujia Chen, Wen-Sheng Chu et al.

CVPR 2025posterarXiv:2412.01798

VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges

Yuxuan Wang, Yiqi Song, Cihang Xie et al.

ICCV 2025posterarXiv:2409.01071

Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding

Yan Shu, Zheng Liu, Peitian Zhang et al.

CVPR 2025posterarXiv:2409.14485