BinPlay: A Binary Latent Autoencoder for Generative Replay Continual Learning

Kamil Deja, Paweł Wawrzyński, Daniel Marczak +2

We introduce a binary latent space autoencoder architecture to rehearse training samples for the continual learning of neural networks. The ability to extend the knowledge of a mod…