Learning from Few Examples: A Summary of Approaches to Few-Shot Learning

Archit Parnami, Minwoo Lee

Few-Shot Learning refers to the problem of learning the underlying pattern in the data just from a few training samples. Requiring a large number of data samples, many deep learnin…