One Shot Learning, Siamese Networks, Relation Network, Meta Learning.
class involved at all. For this task we give one or few examples of each possible classes and it has to classify each input in one of the classes of the examples. Humans are very good at one-shot learning, indeed if someone sees a giraffe for the first time in his life he would easily recognize the