Revisiting Visual Representation Enhancement of VLMs via Kernel Canonical Correlation Analysis.

arXiv:2610.02718v1 Announce Type: cross Abstract: 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 by finetuning the image encod