Adaptively Integrated Knowledge Distillation and Prediction Uncertainty for Continual Learning

Kanghao Chen, Sijia Liu, Ruixuan Wang +1

Current deep learning models often suffer from catastrophic forgetting of old knowledge when continually learning new knowledge. Existing strategies to alleviate this issue often f…