One Shot Learning, Siamese Networks, Relation Network, Meta Learning.
classification on Omniglot For the Omniglot set, the Relation network manages to get a significantly higher accuracy than the Siamese Network, which is understandable as a CNN will be much more precise than a simple weighted L1 distance. Conclusion The research on One-shot learning is still ongoing