On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning

Lorenzo Bonicelli, Matteo Boschini, Emanuele Frascaroli +6

Humans can learn incrementally, whereas neural networks forget previously acquired information catastrophically. Continual Learning (CL) approaches seek to bridge this gap by facil…