Improving and Understanding Variational Continual Learning

Siddharth Swaroop, Cuong V. Nguyen, Thang D. Bui +1

In the continual learning setting, tasks are encountered sequentially. The goal is to learn whilst i) avoiding catastrophic forgetting, ii) efficiently using model capacity, and ii…