Improving Few-Shot Learning with Auxiliary Self-Supervised Pretext Tasks

Nathaniel Simard, Guillaume Lagrange

Recent work on few-shot learning \cite{tian2020rethinking} showed that quality of learned representations plays an important role in few-shot classification performance. On the oth…