Topological Continual Learning with Wasserstein Distance and Barycenter

Tananun Songdechakraiwut, Xiaoshuang Yin, Barry D. Van Veen

Continual learning in neural networks suffers from a phenomenon called catastrophic forgetting, in which a network quickly forgets what was learned in a previous task. The human br…