Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning

Dong Gong, Qingsen Yan, Yuhang Liu +2

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 ap…