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

Aymane Abdali, Vincent Gripon, Lucas Drumetz +1

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 restra…