Active Few-Shot Classification: a New Paradigm for Data-Scarce Learning Settings

no code implementations • 23 Sep 2022 • Aymane Abdali, Vincent Gripon, Lucas Drumetz, Bartosz Boguslawski

We consider a novel formulation of the problem of Active Few-Shot Classification (AFSC) where the objective is to classify a small, initially unlabeled, dataset given a very restrained labeling budget.

Active Learning