Amy Pu

Extended Few-Shot Learning: Exploiting Existing Resources for Novel Tasks

2020 · arXiv (Cornell University)

In many practical few-shot learning problems, even though labeled examples are scarce, there are abundant auxiliary datasets that potentially contain useful information. We propose the problem of extended few-shot learning to study these scenarios. We …