The Role of Global Labels in Few-Shot Classification and How to Infer Them

Ruohan Wang, Massimiliano Pontil, Carlo Ciliberto

Few-shot learning is a central problem in meta-learning, where learners must quickly adapt to new tasks given limited training data. Recently, feature pre-training has become a ubi…