Proto-CLIP: Vision-Language Prototypical Network for Few-Shot Learning

Jishnu Jaykumar P, Kamalesh Palanisamy, Yu-Wei Chao +2

We propose a novel framework for few-shot learning by leveraging large-scale vision-language models such as CLIP. Motivated by unimodal prototypical networks for few-shot learning,…