An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks

Ian J. Goodfellow, Mehdi Mirza, Da Xiao +2

Catastrophic forgetting is a problem faced by many machine learning models and algorithms. When trained on one task, then trained on a second task, many machine learning models "fo…