One Shot Learning, Siamese Networks, Relation Network, Meta Learning.
meta-learning : the model needs to learn to learn and not to learn to classify. The task of n-way k-shot classification is the task of classifying instances from n different classes and by providing the classifier k examples for each class. Meta-Learning : train like you test Meta-learning or