Target Layer Regularization for Continual Learning Using Cramer-Wold Generator

Marcin Mazur, Łukasz Pustelnik, Szymon Knop +2

We propose an effective regularization strategy (CW-TaLaR) for solving continual learning problems. It uses a penalizing term expressed by the Cramer-Wold distance between two prob…