HyperMask: Adaptive Hypernetwork-based Masks for Continual Learning

Kamil Książek, Przemysław Spurek

Artificial neural networks suffer from catastrophic forgetting when they are sequentially trained on multiple tasks. Many continual learning (CL) strategies are trying to overcome…