Uncertainty-based Continual Learning with Adaptive Regularization

Hongjoon Ahn, Sungmin Cha, Donggyu Lee +1

We introduce a new neural network-based continual learning algorithm, dubbed as Uncertainty-regularized Continual Learning (UCL), which builds on traditional Bayesian online learni…