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

no code implementations • 28 Apr 2022 • Yang Yang, Zhiying Cui, Junjie Xu, Changhong Zhong, Wei-Shi Zheng, Ruixuan Wang

In this case, updating the intelligent system with data of new diseases would inevitably downgrade its performance on previously learned diseases.

Class Incremental Learning Image Classification +1

Discriminative Distillation to Reduce Class Confusion in Continual Learning

no code implementations • 11 Aug 2021 • Changhong Zhong, Zhiying Cui, Ruixuan Wang, Wei-Shi Zheng

Successful continual learning of new knowledge would enable intelligent systems to recognize more and more classes of objects.

Continual Learning Image Classification