Timothy Nguyen

Architecture Matters in Continual Learning

2022 · arXiv (Cornell University)

A large body of research in continual learning is devoted to overcoming the catastrophic forgetting of neural networks by designing new algorithms that are robust to the distribution shifts. However, the majority of these works …