On the Convergence of Continual Learning with Adaptive Methods

Seungyub Han, Yeongmo Kim, Taehyun Cho +1

One of the objectives of continual learning is to prevent catastrophic forgetting in learning multiple tasks sequentially, and the existing solutions have been driven by the concep…