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Variational Flow Maps: Make Some Noise for One-Step Conditional Generation , shorttitle =

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2026 1

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Consistency Regularised Gradient Flows for Inverse Problems

stat.ML · 2026-05-08 · unverdicted · novelty 5.0

A consistency-regularized Euclidean-Wasserstein-2 gradient flow performs joint posterior sampling and prompt optimization in latent space for efficient low-NFE inverse problem solving with diffusion models.

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  • Consistency Regularised Gradient Flows for Inverse Problems stat.ML · 2026-05-08 · unverdicted · none · ref 46

    A consistency-regularized Euclidean-Wasserstein-2 gradient flow performs joint posterior sampling and prompt optimization in latent space for efficient low-NFE inverse problem solving with diffusion models.