Keep and Learn: Continual Learning by Constraining the Latent Space for Knowledge Preservation in Neural Networks

Hyo-Eun Kim, Seungwook Kim, Jaehwan Lee

Data is one of the most important factors in machine learning. However, even if we have high-quality data, there is a situation in which access to the data is restricted. For examp…