Overcoming Catastrophic Forgetting by Generative Regularization

Patrick H. Chen, Wei Wei, Cho-jui Hsieh +1

In this paper, we propose a new method to overcome catastrophic forgetting by adding generative regularization to Bayesian inference framework. Bayesian method provides a general f…