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Loss Curvature as a Sampling-Free Proxy for Memorization in Diffusion Models

Sule, Shashank et al.
arXiv (All) · Papers
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machine-learning
Understanding the mechanism behind why diffusion models memorize their training data remains an open question in generative modeling. In this paper, we examine this question from two perspectives: (a) the model-level perspective concerning the onset of memorization in a model during training, and (b
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