Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from Generalization

Sebastian Dziadzio, Çağatay Yıldız, Gido M. van de Ven +3

The ability of machine learning systems to learn continually is hindered by catastrophic forgetting, the tendency of neural networks to overwrite previously acquired knowledge when…