Highlight "vision-language alignment" 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
15
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

SmartCLIP: Modular Vision-language Alignment with Identification Guarantees

Shaoan Xie, Lingjing Kong, Yujia Zheng et al.

CVPR 2025highlightarXiv:2507.22264
4
citations