One Shot Learning, Siamese Networks, Relation Network, Meta Learning.
labels. Then we need to imitate the fact that the support set (example given during the one-shot phase) is small and only covers a small part of all the labels in the dataset, and the inputs need to be classified in one of these classes. To do so during the training phase, we first subsample a