Revisiting Visual Representation Enhancement of VLMs via Kernel Canonical Correlation Analysis

Peilin Yang, Xiaoyu Liu, Jian Sun +1

Vision-language models such as CLIP exhibit strong semantic generalization, but remain limited in fine-grained visual perception. A recent work named KUEA presents a natural remedy…