Pseudo-Rehearsal for Continual Learning with Normalizing Flows

Jary Pomponi, Simone Scardapane, Aurelio Uncini

Catastrophic forgetting (CF) happens whenever a neural network overwrites past knowledge while being trained on new tasks. Common techniques to handle CF include regularization of…