Catastrophic forgetting: still a problem for DNNs

B. Pfülb, A. Gepperth, S. Abdullah +1

We investigate the performance of DNNs when trained on class-incremental visual problems consisting of initial training, followed by retraining with added visual classes. Catastrop…