Hagemann, Paul

5 publications

JMLR 2025 Conditional Wasserstein Distances with Applications in Bayesian OT Flow Matching Jannis Chemseddine, Paul Hagemann, Gabriele Steidl, Christian Wald

ICLR 2025 PnP-Flow: Plug-and-Play Image Restoration with Flow Matching Ségolène Tiffany Martin, Anne Gagneux, Paul Hagemann, Gabriele Steidl

ICLR 2024 Generative Sliced MMD Flows with Riesz Kernels Johannes Hertrich, Christian Wald, Fabian Altekrüger, Paul Hagemann

ICLR 2024 Posterior Sampling Based on Gradient Flows of the MMD with Negative Distance Kernel Paul Hagemann, Johannes Hertrich, Fabian Altekrüger, Robert Beinert, Jannis Chemseddine, Gabriele Steidl

TMLR 2023 Conditional Generative Models Are Provably Robust: Pointwise Guarantees for Bayesian Inverse Problems Fabian Altekrüger, Paul Hagemann, Gabriele Steidl