Prototypical Networks

Transfer Learning (4): Few-Shot Learning

Learn new concepts from a handful of examples. Covers the N-way K-shot protocol, metric learning (Siamese, Prototypical, Matching, Relation networks), meta-learning (MAML, Reptile), episodic training, miniImageNet …