Score stability bounds the generalization gap of diffusion models, identifying early stopping, coarse discretization, and SGD noise as sources of implicit regularization.
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Implicit Regularisation in Diffusion Models: An Algorithm-Dependent Generalisation Analysis
Score stability bounds the generalization gap of diffusion models, identifying early stopping, coarse discretization, and SGD noise as sources of implicit regularization.