Qinfeng Shi

Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning

2022 · arXiv (Cornell University)

Continual Learning (CL) methods aim to enable machine learning models to learn new tasks without catastrophic forgetting of those that have been previously mastered. Existing CL approaches often keep a buffer of previously-seen samples, perform …