Mutual-Information Based Few-Shot Classification

Malik Boudiaf, Ziko Imtiaz Masud, Jérôme Rony +3

We introduce Transductive Infomation Maximization (TIM) for few-shot learning. Our method maximizes the mutual information between the query features and their label predictions fo…