Understanding Catastrophic Forgetting and Remembering in Continual Learning with Optimal Relevance Mapping

Prakhar Kaushik, Alex Gain, Adam Kortylewski +1

Catastrophic forgetting in neural networks is a significant problem for continual learning. A majority of the current methods replay previous data during training, which violates t…