The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models

Feb-15-2026, 23:58:21 GMT–Neural Information Processing Systems

LMC can suffer from slow convergence - requiring a large number of steps of small step-size to obtain good quality samples.

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Neural Information Processing Systems

Feb-15-2026, 23:58:21 GMT

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The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models

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