Incremental Class Learning using Variational Autoencoders with Similarity Learning

Jiahao Huo, Terence L. van Zyl

Catastrophic forgetting in neural networks during incremental learning remains a challenging problem. Previous research investigated catastrophic forgetting in fully connected netw…