Xiaorong Li

Training Networks in Null Space of Feature Covariance for Continual Learning

2021 · arXiv (Cornell University)

In the setting of continual learning, a network is trained on a sequence of tasks, and suffers from catastrophic forgetting. To balance plasticity and stability of network in continual learning, in this paper, we propose …