Line Plot from Scientific Research

Valid accuracy (%) on novel classes of miniImageNet with only L_{MR} in FS-BAN. We show that, regularized by L_{MR}, the well-trained teacher network can be continually improved and gain better performance on unseen novel classes. It in turn leads to a better student with improved generalizability that even outperforms the teacher network consistently.

DOI