Encoders and Ensembles for Task-Free Continual Learning

Murray Shanahan, Christos Kaplanis, Jovana Mitrović

We present an architecture that is effective for continual learning in an especially demanding setting, where task boundaries do not exist or are unknown, and where classes have to…