Deep Generative Dual Memory Network for Continual Learning

Nitin Kamra, Umang Gupta, Yan Liu

Despite advances in deep learning, neural networks can only learn multiple tasks when trained on them jointly. When tasks arrive sequentially, they lose performance on previously l…