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2020 – today
- 2022
[i9]Tamara G. Grossmann, Sören Dittmer, Yury Korolev, Carola-Bibiane Schönlieb:
Unsupervised Learning of the Total Variation Flow. CoRR abs/2206.04406 (2022)- [i8]Tolou Shadbahr, Michael Roberts, Jan Stanczuk, Julian D. Gilbey, Philip Teare, Sören Dittmer, Matthew Thorpe, Ramón Viñas Torné, Evis Sala, Pietro Lió, Mishal Patel, AIX-COVNET Collaboration, James H. F. Rudd, Tuomas Mirtti, Antti Rannikko, John A. D. Aston, Jing Tang, Carola-Bibiane Schönlieb:
Classification of datasets with imputed missing values: does imputation quality matter? CoRR abs/2206.08478 (2022) - 2020
- [b1]Sören Dittmer:
On deep learning applied to inverse problems: a chicken-and-egg problem. University of Bremen, Germany, 2020 - [j2]Sören Dittmer
, Tobias Kluth, Peter Maass, Daniel Otero Baguer:
Regularization by Architecture: A Deep Prior Approach for Inverse Problems. J. Math. Imaging Vis. 62(3): 456-470 (2020) - [j1]Sören Dittmer, Emily J. King, Peter Maass:
Singular Values for ReLU Layers. IEEE Trans. Neural Networks Learn. Syst. 31(9): 3594-3605 (2020) - [c1]Sören Dittmer, Tobias Kluth, Daniel Otero Baguer, Peter Maass:
A Deep Prior Approach to Magnetic Particle Imaging. MLMIR@MICCAI 2020: 113-122 - [i7]Sören Dittmer, Carola-Bibiane Schönlieb, Peter Maass:
Ground Truth Free Denoising by Optimal Transport. CoRR abs/2007.01575 (2020) - [i6]Sören Dittmer, Tobias Kluth, Mads Thorstein Roar Henriksen, Peter Maass:
Deep image prior for 3D magnetic particle imaging: A quantitative comparison of regularization techniques on Open MPI dataset. CoRR abs/2007.01593 (2020) - [i5]Subhadip Mukherjee, Sören Dittmer, Zakhar Shumaylov, Sebastian Lunz, Ozan Öktem, Carola-Bibiane Schönlieb:
Learned convex regularizers for inverse problems. CoRR abs/2008.02839 (2020)
2010 – 2019
- 2019
- [i4]Sören Dittmer, Peter Maass:
A Projectional Ansatz to Reconstruction. CoRR abs/1907.04675 (2019) - 2018
- [i3]Jens Behrmann, Sören Dittmer, Pascal Fernsel, Peter Maaß:
Analysis of Invariance and Robustness via Invertibility of ReLU-Networks. CoRR abs/1806.09730 (2018) - [i2]Sören Dittmer, Emily J. King, Peter Maass:
Singular Values for ReLU Layers. CoRR abs/1812.02566 (2018) - [i1]Sören Dittmer, Tobias Kluth, Peter Maass, Daniel Otero Baguer:
Regularization by architecture: A deep prior approach for inverse problems. CoRR abs/1812.03889 (2018)
Coauthor Index
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