Timm Hess

Two Complementary Perspectives to Continual Learning: Ask Not Only What to Optimize, But Also How

2023 · arXiv (Cornell University)

Recent years have seen considerable progress in the continual training of deep neural networks, predominantly thanks to approaches that add replay or regularization terms to the loss function to approximate the joint loss over all …