Continual Learning through Control Minimization

Sander de Haan, Yassine Taoudi-Benchekroun, Pau Vilimelis Aceituno +1

Catastrophic forgetting remains a fundamental challenge for neural networks when tasks are trained sequentially. In this work, we reformulate continual learning as a control proble…