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Kernel-Based Steering of CLIP with Vision-Language Model Preferences

Ghiasvand, Sajjad et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Large vision-language models (VLMs) can judge visual similarity, but their judgments are not directly available as compact image embeddings for efficient comparison. We study how to transfer these preferences into CLIP while retaining its image--text capabilities. We introduce ASK, a kernel-based st
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