One Shot Learning, Siamese Networks, Relation Network, Meta Learning.
Architecture The idea behind siamese neural nets is to analyze the similarity of 2 inputs rather than trying to classify the instance directly. To do so Gregory Koch & al [2] designed a twin network to handle the pair : Siamese neural network The input goes through the same network architecture