Neural Networks Regularization Through Class-wise Invariant Representation Learning

Soufiane Belharbi, Clément Chatelain, Romain Hérault +1

Training deep neural networks is known to require a large number of training samples. However, in many applications only few training samples are available. In this work, we tackle…