Wenlong Shi

Autonomous Generative Feature Replay for Non-Exemplar Class-Incremental Learning

Deep neural networks have been successfully applied in many computer vision tasks. However, these models suffer catastrophic forgetting when learning new knowledge incrementally. To overcome the stability-plasticity dilemma, class incremental learning (CIL) has been widely discussed recently. The st…