Heinke Hihn

Mixture-of-Variational-Experts for Continual Learning

2021 · arXiv (Cornell University)

One weakness of machine learning algorithms is the poor ability of models to solve new problems without forgetting previously acquired knowledge. The Continual Learning (CL) paradigm has emerged as a protocol to systematically investigate settings …