One Shot Learning, Siamese Networks, Relation Network, Meta Learning.
convolution which is pretty common for computer vision deep learning model. For the relation layer 1x1 2D convolution and 3x3 2D convolution with a fully connected layer to get the relation scores of the concatenated vectors. Embedding Layer Relation layer Results Accuracy for 5-way one-shot