Elastic Weight Consolidation Done Right for Continual Learning

Xuan Liu, Xiaobin Chang

Weight regularization methods in continual learning (CL) alleviate catastrophic forgetting by assessing and penalizing changes to important model weights. Elastic Weight Consolidat…