SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning

1 code implementation • 29 May 2023 • Mustafa Burak Gurbuz, Jean Michael Moorman, Constantine Dovrolis

Inspired by how our brain consolidates memories, a powerful strategy in CL is replay, which involves training the DNN on a mixture of new and all seen classes.

Class Incremental Learning Incremental Learning