Initialization matters in few-shot adaptation of vision-language models for histopathological image classification

Pablo Meseguer, Rocío del Amor, Valery Naranjo

Vision language models (VLM) pre-trained on datasets of histopathological image-caption pairs enabled zero-shot slide-level classification. The ability of VLM image encoders to ext…