Neural Architecture Search for Class-incremental Learning

Shenyang Huang, Vincent François-Lavet, Guillaume Rabusseau

In class-incremental learning, a model learns continuously from a sequential data stream in which new classes occur. Existing methods often rely on static architectures that are ma…