Self-Augmentation: Generalizing Deep Networks to Unseen Classes for Few-Shot Learning

Jin-Woo Seo, Hong-Gyu Jung, Seong-Whan Lee

Few-shot learning aims to classify unseen classes with a few training examples. While recent works have shown that standard mini-batch training with a carefully designed training s…