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Stefan Sommer

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Conditioning non-linear and infinite-dimensional diffusion processes

Feb 02, 2024
Elizabeth Louise Baker, Gefan Yang, Michael L. Severinsen, Christy Anna Hipsley, Stefan Sommer

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Principal subbundles for dimension reduction

Jul 06, 2023
Morten Akhøj, James Benn, Erlend Grong, Stefan Sommer, Xavier Pennec

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Sliding at first order: Higher-order momentum distributions for discontinuous image registration

Mar 14, 2023
Lili Bao, Jiahao Lu, Shihui Ying, Stefan Sommer

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Deep Anatomical Federated Network (Dafne): an open client/server framework for the continuous collaborative improvement of deep-learning-based medical image segmentation

Feb 14, 2023
Francesco Santini, Jakob Wasserthal, Abramo Agosti, Xeni Deligianni, Kevin R. Keene, Hermien E. Kan, Stefan Sommer, Christoph Stuprich, Fengdan Wang, Claudia Weidensteiner, Giulia Manco, Matteo Paoletti, Valentina Mazzoli, Arjun Desai, Anna Pichiecchio

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A function space perspective on stochastic shape evolution

Feb 10, 2023
Elizabeth Baker, Thomas Besnier, Stefan Sommer

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A Denoising Diffusion Model for Fluid Field Prediction

Jan 30, 2023
Gefan Yang, Stefan Sommer

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Moment evolution equations and moment matching for stochastic image EPDiff

Oct 07, 2021
Alexander Christgau, Alexis Arnaudon, Stefan Sommer

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Developing an Underwater Network of Ocean Observation Systems with Digital Twin Prototypes -- A Field Report from the Baltic Sea

Mar 15, 2021
Alexander Barbie, Niklas Pech, Wilhelm Hasselbring, Sascha Flögel, Frank Wenzhöfer, Michael Walter, Elena Shchekinova, Marc Busse, Matthias Türk, Michael Hofbauer, Stefan Sommer

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Atlas Generative Models and Geodesic Interpolation

Jan 30, 2021
Jakob Stolberg-Larsen, Stefan Sommer

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Diffusion bridges for stochastic Hamiltonian systems with applications to shape analysis

Feb 04, 2020
Alexis Arnaudon, Frank van der Meulen, Moritz Schauer, Stefan Sommer

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