Mitigating Catastrophic Forgetting in Continual Learning through Model Growth

Ege Süalp, Mina Rezaei

Catastrophic forgetting is a significant challenge in continual learning, in which a model loses prior knowledge when it is fine-tuned on new tasks. This problem is particularly cr…