One Shot Learning, Siamese Networks, Relation Network, Meta Learning.
inherently a regression task not a classification task. The image below shows the architecture of the Relation network. F_phi is the embedding layer. Embeddings from the support set (training set) are concatenated with the input’s embedding and these concatenated embeddings are passed on to CNN