Self-Aware Markov Models for Discrete Reasoning.

Christian Wald

Gregor Kornhardt Jannis Chemseddine Christian Wald Gabriele Steidl Self-Aware Markov Models for Discrete Reasoning. 2026 March abs/2603.16661 CoRR https://doi.org/10.48550/arXiv.2603.16661 db/journals/corr/corr2603.html#abs-2603-16661 streams/journals/corr

Jannis Chemseddine Paul Hagemann Gabriele Steidl Christian Wald Conditional Wasserstein Distances with Applications in Bayesian OT Flow Matching. 141:1-141:47 2025 26 J. Mach. Learn. Res. https://jmlr.org/papers/v26/24-0586.html db/journals/jmlr/jmlr26.html#ChemseddineHSW25

Anne Zimmermann Jasmin Podlech Daniel Anheuer Christian Wald Investigation on Microliter Free Jetting Using a Piezoelectric Micro Pump. 113-118 2025 BIOSTEC (1) https://doi.org/10.5220/0013112800003911 conf/biostec/2025-1 db/conf/biostec/biostec2025-1.html#ZimmermannPAW25 Jannis Chemseddine Christian Wald Richard Duong Gabriele Steidl Neural Sampling from Boltzmann Densities: Fisher-Rao Curves in the Wasserstein Geometry. 2025 ICLR https://openreview.net/forum?id=TUvg5uwdeG conf/iclr/2025 db/conf/iclr/iclr2025.html#ChemseddineWDS25

Christian Wald Gabriele Steidl Flow Matching: Markov Kernels, Stochastic Processes and Transport Plans. 2025 January abs/2501.16839 CoRR https://doi.org/10.48550/arXiv.2501.16839 db/journals/corr/corr2501.html#abs-2501-16839 streams/journals/corr

T. Jahn Jannis Chemseddine Paul Hagemann Christian Wald Gabriele Steidl Trajectory Generator Matching for Time Series. 2025 May abs/2505.23215 CoRR https://doi.org/10.48550/arXiv.2505.23215 db/journals/corr/corr2505.html#abs-2505-23215 streams/journals/corr

Johannes Hertrich Christian Wald Fabian Altekrüger Paul Hagemann Generative Sliced MMD Flows with Riesz Kernels. 2024 ICLR https://openreview.net/forum?id=VdkGRV1vcf conf/iclr/2024 db/conf/iclr/iclr2024.html#HertrichWAH24 Bernhard Föllmer Kenrick Schulze Christian Wald Sebastian Stober Wojciech Samek Marc Dewey Active Learning with the nnUNet and Sample Selection with Uncertainty-Aware Submodular Mutual Information Measure. 480-503 2024 MIDL https://proceedings.mlr.press/v250/follmer24a.html conf/midl/2024 db/conf/midl/midl2024.html#FollmerSWSSD24

Fatima Antarou Ba Oleh Melnyk Christian Wald Gabriele Steidl Sparse additive function decompositions facing basis transforms. 2024 abs/2403.15563 CoRR https://doi.org/10.48550/arXiv.2403.15563 db/journals/corr/corr2403.html#abs-2403-15563

Jannis Chemseddine Paul Hagemann Christian Wald Gabriele Steidl Conditional Wasserstein Distances with Applications in Bayesian OT Flow Matching. 2024 abs/2403.18705 CoRR https://doi.org/10.48550/arXiv.2403.18705 db/journals/corr/corr2403.html#abs-2403-18705

Jannis Chemseddine Christian Wald Richard Duong Gabriele Steidl Neural Sampling from Boltzmann Densities: Fisher-Rao Curves in the Wasserstein Geometry. 2024 abs/2410.03282 CoRR https://doi.org/10.48550/arXiv.2410.03282 db/journals/corr/corr2410.html#abs-2410-03282 streams/journals/corr

Johannes Hertrich Christian Wald Fabian Altekrüger Paul Hagemann Generative Sliced MMD Flows with Riesz Kernels. 2023 abs/2305.11463 CoRR https://doi.org/10.48550/arXiv.2305.11463 db/journals/corr/corr2305.html#abs-2305-11463

Christian Wald Gabriele Steidl A Study of Particle Motion in the Presence of Clusters. 2023 abs/2308.11314 CoRR https://doi.org/10.48550/arXiv.2308.11314 db/journals/corr/corr2308.html#abs-2308-11314

Jannis Chemseddine Paul Hagemann Christian Wald Y-Diagonal Couplings: Approximating Posteriors with Conditional Wasserstein Distances. 2023 abs/2310.13433 CoRR https://doi.org/10.48550/arXiv.2310.13433 db/journals/corr/corr2310.html#abs-2310-13433

Andreas Kofler Christian Wald Tobias Schaeffter Markus Haltmeier Christoph Kolbitsch Convolutional Dictionary Learning by End-To-End Training of Iterative Neural Networks. 1213-1217 2022 EUSIPCO https://ieeexplore.ieee.org/document/9909604 conf/eusipco/2022 db/conf/eusipco/eusipco2022.html#KoflerWSHK22 Andreas Kofler Christian Wald Tobias Schaeffter Markus Haltmeier Christoph Kolbitsch Convolutional Analysis Operator Learning by End-to-End Training of Iterative Neural Networks. 1-5 2022 ISBI https://doi.org/10.1109/ISBI52829.2022.9761621 conf/isbi/2022 db/conf/isbi/isbi2022.html#KoflerWSHK22

Andreas Kofler Christian Wald Tobias Schaeffter Markus Haltmeier Christoph Kolbitsch Convolutional Analysis Operator Learning by End-To-End Training of Iterative Neural Networks. 2022 abs/2203.02166 CoRR https://doi.org/10.48550/arXiv.2203.02166 db/journals/corr/corr2203.html#abs-2203-02166

Andreas Kofler Marc Dewey Tobias Schaeffter Christian Wald Christoph Kolbitsch Spatio-Temporal Deep Learning-Based Undersampling Artefact Reduction for 2D Radial Cine MRI With Limited Training Data. 703-717 2020 39 IEEE Trans. Medical Imaging 3 https://doi.org/10.1109/TMI.2019.2930318 https://www.wikidata.org/entity/Q92559997 db/journals/tmi/tmi39.html#KoflerDSWK20

Max Bartunik Thomas Thalhofer Christian Wald Martin Richter Georg Fischer 0001 Jens Kirchner Amplitude Modulation in a Molecular Communication Testbed with Superparamagnetic Iron Oxide Nanoparticles and a Micropump. 92-105 2020 BODYNETS https://doi.org/10.1007/978-3-030-64991-3_7 conf/bodynets/2020 db/conf/bodynets/bodynets2020.html#BartunikTWR0K20

Andreas Kofler Marc Dewey Tobias Schaeffter Christian Wald Christoph Kolbitsch Spatio-Temporal Deep Learning-Based Undersampling Artefact Reduction for 2D Radial Cine MRI with Limited Data. 2019 abs/1904.01574 CoRR http://arxiv.org/abs/1904.01574 db/journals/corr/corr1904.html#abs-1904-01574

Andreas Kofler Markus Haltmeier Tobias Schaeffter Marc Kachelrieß Marc Dewey Christian Wald Christoph Kolbitsch Neural Networks-based Regularization of Large-Scale Inverse Problems in Medical Imaging. 2019 abs/1912.09395 CoRR http://arxiv.org/abs/1912.09395 db/journals/corr/corr1912.html#abs-1912-09395

Fabian Altekrüger Daniel Anheuer Fatima Antarou Ba Max Bartunik Jannis Chemseddine Marc Dewey Richard Duong Georg Fischer 0001 Bernhard Föllmer Paul Hagemann Markus Haltmeier Johannes Hertrich T. Jahn Marc KachelriessMarc Kachelrieß Jens Kirchner Andreas Kofler Christoph Kolbitsch Gregor Kornhardt Oleh Melnyk Jasmin Podlech Martin Richter Wojciech Samek Tobias Schaeffter Kenrick Schulze Gabriele Steidl Sebastian Stober Thomas Thalhofer Anne Zimmermann