Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy

Everton L. Aleixo, Juan G. Colonna, Marco Cristo +1

Deep Learning models have achieved remarkable performance in tasks such as image classification or generation, often surpassing human accuracy. However, they can struggle to learn…