2024
Proto-CLIP: Vision-Language Prototypical Network for Few-Shot Learning
IROS 2024poster
We propose a novel framework for few-shot learning by leveraging large-scale vision-language models such as CLIP [1]. Motivated by unimodal prototypical networks for few-shot learning, we introduce Proto-CLIP which utilizes image prototypes and text prototypes for few-shot learning. Specifically, Pr…