Few-Shot Learning Through an Information Retrieval Lens

Eleni Triantafillou, Richard Zemel, Raquel Urtasun

Few-shot learning refers to understanding new concepts from only a few examples. We propose an information retrieval-inspired approach for this problem that is motivated by the inc…