Higher-order Langevin dynamics reduce memorization in diffusion models by making the data dynamics follow a low-pass-filtered score whose smoothness grows with model order.
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Reducing Diffusion Model Memorization with Higher Order Langevin Dynamics
Higher-order Langevin dynamics reduce memorization in diffusion models by making the data dynamics follow a low-pass-filtered score whose smoothness grows with model order.