One Shot Learning, Siamese Networks, Relation Network, Meta Learning.
small part of all the labels form the training dataset D so : Then, we will draw a small support set and training batch from the dataset with each element of the support set and the training batch having a label in the subset L sampled the step before. Finally the optimization is done on the