Expandable and Differentiable Dual Memories with Orthogonal Regularization for Exemplar-free Continual Learning

Hyung-Jun Moon, Sung-Bae Cho

Continual learning methods used to force neural networks to process sequential tasks in isolation, preventing them from leveraging useful inter-task relationships and causing them…