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uCLIP: Parameter-Efficient Multilingual Extension of Vision-Language Models with Unpaired Data
Dahyun Chung*,
Donghyun Shin*,
Yujin Sung*,
Seunggi Moon*,
Jinwoo Jeon,
Byung-Jun Lee
AAAI, 2026  
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Lightweight framework that enables multilingual vision–language alignment for underrepresented languages by using English as a semantic pivot and requiring no paired supervision.
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