One Representation to Rule Them All: Identifying Out-of-Support Examples in Few-shot Learning with Generic Representations

Henry Kvinge, Scott Howland, Nico Courts +9

The field of few-shot learning has made remarkable strides in developing powerful models that can operate in the small data regime. Nearly all of these methods assume every unlabel…