Class-Prototype Conditional Diffusion Model for Continual Learning with Generative Replay

The paper proposes a Class-Prototype conditional Diffusion Model (CPDM) for continual learning with generative replay. The model uses a diffusion-based generator and a classifier to mitigate catastrophic forgetting in classifiers.