Junjie Xu

Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor

2022 · arXiv (Cornell University)

Deep learning has shown its human-level performance in various applications. However, current deep learning models are characterised by catastrophic forgetting of old knowledge when learning new classes. This poses a challenge particularly in intelligent diagnosis …