Forgetting, plasticity, and co-observation: a third facet of continual learning

Timm Hess, Abhishek Jha, Gido M. van de Ven +1

Efficient continual learning remains a fundamental challenge for deep neural networks. While catastrophic forgetting and loss of plasticity are widely considered the primary obstac…