Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning

Sanghwan Kim, Lorenzo Noci, Antonio Orvieto +1

In contrast to the natural capabilities of humans to learn new tasks in a sequential fashion, neural networks are known to suffer from catastrophic forgetting, where the model's pe…