ConceptGenerative Replay / 伪样本回放
Generative Replay
A variant of experience replay in continual learning that trains a generative model to synthesize pseudo-samples of previous tasks, replacing the storage of original data. This approach is suited to privacy-sensitive domains such as healthcare and finance, where retaining raw historical data is not permissible.
Timeline (last 90 days)
Oct 9
Generative replay circumvents the need to store original data by training a generative model to synthesize pseudo-samples of old tasks, which is especially important in privacy-sensitive scenarios.
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