Abstract: Class-Incremental Learning (CIL) aims to learn new classes sequentially while retaining the knowledge of previously learned classes. Recently, pre-trained models (PTMs) combined with ...
Abstract: Continual learning typically relies on storing real data, which is impractical in privacy-sensitive settings. Generative replay with diffusion models offers a high-fidelity alternative.
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