GROWN: GRow Only When Necessary for Continual Learning

Li Yang, Sen Lin, Junshan Zhang +1

Catastrophic forgetting is a notorious issue in deep learning, referring to the fact that Deep Neural Networks (DNN) could forget the knowledge about earlier tasks when learning ne…