Preserving Earlier Knowledge in Continual Learning with the Help of All Previous Feature Extractors

Zhuoyun Li, Changhong Zhong, Sijia Liu +2

Continual learning of new knowledge over time is one desirable capability for intelligent systems to recognize more and more classes of objects. Without or with very limited amount…