2025 Highlight "multimodal large language models" Papers

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Assessing and Learning Alignment of Unimodal Vision and Language Models

Le Zhang, Qian Yang, Aishwarya Agrawal

CVPR 2025highlightarXiv:2412.04616
14
citations

CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering

Tianyu Huai, Jie Zhou, Xingjiao Wu et al.

CVPR 2025highlightarXiv:2503.00413
10
citations

Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning

Jingjing Jiang, Chao Ma, Xurui Song et al.

ICCV 2025highlightarXiv:2507.07424
7
citations

COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts

Jiansheng Li, Xingxuan Zhang, Hao Zou et al.

CVPR 2025highlightarXiv:2504.10158
1
citations