IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning

Prashant Bhat, Bharath Renjith, Elahe Arani +1

Continual learning (CL) remains one of the long-standing challenges for deep neural networks due to catastrophic forgetting of previously acquired knowledge. Although rehearsal-bas…