Toward Understanding Catastrophic Forgetting in Continual Learning

Cuong V. Nguyen, Alessandro Achille, Michael Lam +3

We study the relationship between catastrophic forgetting and properties of task sequences. In particular, given a sequence of tasks, we would like to understand which properties o…