Few-Shot Few-Shot Learning and the role of Spatial Attention

Yann Lifchitz, Yannis Avrithis, Sylvaine Picard

Few-shot learning is often motivated by the ability of humans to learn new tasks from few examples. However, standard few-shot classification benchmarks assume that the representat…