Unsupervised Representation Learning to Aid Semi-Supervised Meta Learning

Atik Faysal, Mohammad Rostami, Huaxia Wang +2

Few-shot learning or meta-learning leverages the data scarcity problem in machine learning. Traditionally, training data requires a multitude of samples and labeling for supervised…