Parseval Proximal Neural Networks
Hasannasab, Marzieh, Hertrich, Johannes, Neumayer, Sebastian, Plonka, Gerlind, Setzer, Simon, Steidl, Gabriele
Published in The Journal of fourier analysis and applications (01.08.2020)
Published in The Journal of fourier analysis and applications (01.08.2020)
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Journal Article
Correction to: Parseval Proximal Neural Networks
Hasannasab, Marzieh, Hertrich, Johannes, Neumayer, Sebastian, Plonka, Gerlind, Setzer, Simon, Steidl, Gabriele
Published in The Journal of fourier analysis and applications (01.06.2021)
Published in The Journal of fourier analysis and applications (01.06.2021)
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Journal Article
Mixed noise and posterior estimation with conditional deepGEM
Hagemann, Paul, Hertrich, Johannes, Casfor, Maren, Heidenreich, Sebastian, Steidl, Gabriele
Published in Machine learning: science and technology (01.09.2024)
Published in Machine learning: science and technology (01.09.2024)
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Journal Article
Convolutional proximal neural networks and Plug-and-Play algorithms
Hertrich, Johannes, Neumayer, Sebastian, Steidl, Gabriele
Published in Linear algebra and its applications (15.12.2021)
Published in Linear algebra and its applications (15.12.2021)
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Journal Article
Inertial stochastic PALM and applications in machine learning
Hertrich, Johannes, Steidl, Gabriele
Published in Sampling theory, signal processing, and data analysis (01.06.2022)
Published in Sampling theory, signal processing, and data analysis (01.06.2022)
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Journal Article
Wasserstein steepest descent flows of discrepancies with Riesz kernels
Hertrich, Johannes, Gräf, Manuel, Beinert, Robert, Steidl, Gabriele
Published in Journal of mathematical analysis and applications (01.03.2024)
Published in Journal of mathematical analysis and applications (01.03.2024)
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Journal Article
PatchNR: learning from very few images by patch normalizing flow regularization
Altekrüger, Fabian, Denker, Alexander, Hagemann, Paul, Hertrich, Johannes, Maass, Peter, Steidl, Gabriele
Published in Inverse problems (01.06.2023)
Published in Inverse problems (01.06.2023)
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Journal Article
Wasserstein Patch Prior for Image Superresolution
Hertrich, Johannes, Houdard, Antoine, Redenbach, Claudia
Published in IEEE transactions on computational imaging (2022)
Published in IEEE transactions on computational imaging (2022)
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Journal Article
Learning from small data sets: Patch‐based regularizers in inverse problems for image reconstruction
Piening, Moritz, Altekrüger, Fabian, Hertrich, Johannes, Hagemann, Paul, Walther, Andrea, Steidl, Gabriele
Published in Mitteilungen der Gesellschaft für Angewandte Mathematik und Mechanik (07.08.2024)
Published in Mitteilungen der Gesellschaft für Angewandte Mathematik und Mechanik (07.08.2024)
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Minimal Lipschitz and ∞-harmonic extensions of vector-valued functions on finite graphs
Bačák, Miroslav, Hertrich, Johannes, Neumayer, Sebastian, Steidl, Gabriele
Published in Information and inference (16.12.2020)
Published in Information and inference (16.12.2020)
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WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution
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