Probing Few-Shot Generalization with Attributes

Mengye Ren, Eleni Triantafillou, Kuan-Chieh Wang +5

Despite impressive progress in deep learning, generalizing far beyond the training distribution is an important open challenge. In this work, we consider few-shot classification, a…