Lifelong Generative Learning via Knowledge Reconstruction

Libo Huang, Zhulin An, Xiang Zhi +1

Generative models often incur the catastrophic forgetting problem when they are used to sequentially learning multiple tasks, i.e., lifelong generative learning. Although there are…