Connecting Giants: Synergistic Knowledge Transfer of Large Multimodal Models for Few-Shot Learning

Hao Tang, Shengfeng He, Jing Qin

Few-shot learning (FSL) addresses the challenge of classifying novel classes with limited training samples. While some methods leverage semantic knowledge from smaller-scale models…