From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection

lincan Cai; Jingxuan Kang; Shuang Li; Wenxuan Ma; Binhui Xie; Zhida Qin; Jian Liang

2025 ICML ICML 2025

From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection

Abstract

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Authors

lincan Cai, Jingxuan Kang, Shuang Li, Wenxuan Ma, Binhui Xie, Zhida Qin, Jian Liang

Topics

Artificial Intelligence > Core AI > Multimodal Learning Machine Learning > Application Areas > Domain Adaptation Artificial Intelligence > Core AI > Large Language Models

Keywords

out-of-distribution generalization vision-language model soft matching llms attention-guided cropping global semantic understanding

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