CVPR "multi-modal large language models" Papers

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GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmentation

Lang Lin, Xueyang Yu, Ziqi Pang et al.

CVPR 2025posterarXiv:2504.07962
21
citations

Hybrid-Level Instruction Injection for Video Token Compression in Multi-modal Large Language Models

Zhihang Liu, Chen-Wei Xie, Pandeng Li et al.

CVPR 2025posterarXiv:2503.16036
14
citations

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

Yan Shu, Zheng Liu, Peitian Zhang et al.

CVPR 2025posterarXiv:2409.14485
144
citations

V-Stylist: Video Stylization via Collaboration and Reflection of MLLM Agents

Zhengrong Yue, Shaobin Zhuang, Kunchang Li et al.

CVPR 2025posterarXiv:2503.12077
5
citations