Junge Zhang*

Information Bottleneck Based Data Correction in Continual Learning

"Continual Learning (CL) requires model to retain previously learned knowledge while learning new tasks. Recently, experience replay-based methods have made significant progress in addressing this challenge. These methods primarily select data from old tasks and store them in a buffer. When learning…