2025 Poster "multi-modal large language models" Papers

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Analyzing and Boosting the Power of Fine-Grained Visual Recognition for Multi-modal Large Language Models

Hulingxiao He, Geng Li, Zijun Geng et al.

ICLR 2025posterarXiv:2501.15140
18
citations

EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis

Shengyuan Liu, Boyun Zheng, Wenting Chen et al.

NeurIPS 2025posterarXiv:2505.23601
9
citations

HOComp: Interaction-Aware Human-Object Composition

Dong Liang, Jinyuan Jia, Yuhao LIU et al.

NeurIPS 2025posterarXiv:2507.16813

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

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

Jiabo Ye, Haiyang Xu, Haowei Liu et al.

ICLR 2025posterarXiv:2408.04840
237
citations

VideoAds for Fast-Paced Video Understanding

Zheyuan Zhang, Wanying Dou, Linkai Peng et al.

ICCV 2025posterarXiv:2504.09282
2
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