One Shot Learning, Siamese Networks, Relation Network, Meta Learning.
mini-batch gives The accuracy of this network was measured on the task of one-shot learning on Omniglot along with existing algorithms : Accuracy for 10-way one-shot classification on Omniglot We can see that Humans and the Hierarchical Bayesian Program Learning are top of the class for this task