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Alexander Denker
Alexander Denker
Verified email at uni-bremen.de - Homepage
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Year
Quantitative comparison of deep learning-based image reconstruction methods for low-dose and sparse-angle CT applications
J Leuschner, M Schmidt, PS Ganguly, V Andriiashen, SB Coban, ...
Journal of Imaging 7 (3), 44, 2021
222021
Conditional normalizing flows for low-dose computed tomography image reconstruction
A Denker, M Schmidt, J Leuschner, P Maass, J Behrmann
arXiv preprint arXiv:2006.06270, 2020
122020
Conditional invertible neural networks for medical imaging
A Denker, M Schmidt, J Leuschner, P Maass
Journal of Imaging 7 (11), 243, 2021
92021
Is Deep Image Prior in Need of a Good Education?
R Barbano, J Leuschner, M Schmidt, A Denker, A Hauptmann, P Maaß, ...
arXiv preprint arXiv:2111.11926, 2021
52021
PatchNR: Learning from Small Data by Patch Normalizing Flow Regularization
F Altekrüger, A Denker, P Hagemann, J Hertrich, P Maass, G Steidl
arXiv preprint arXiv:2205.12021, 2022
32022
An Educated Warm Start For Deep Image Prior-Based Micro CT Reconstruction
R Barbano, J Leuschner, M Schmidt, A Denker, A Hauptmann, P Maass, ...
IEEE Transactions on Computational Imaging, 2022
12022
In Focus-hybrid deep learning approaches to the HDC2021 challenge
C Arndt, A Denker, J Nickel, J Leuschner, M Schmidt, G Rigaud
Inverse Problems and Imaging, 0-0, 2022
2022
PatchNR: Learning from Very Few Images by Patch Normalizing Flow Regularization
F Altekrüger, A Denker, P Hagemann, J Hertrich, P Maass, G Steidl
arXiv preprint arXiv:2205.12021, 2022
2022
The Deep Capsule Prior–advantages through complexity?
M Schmidt, A Denker, J Leuschner
PAMM 21 (1), e202100166, 2021
2021
Feature reduction for machine learning on molecular features: The GeneScore
A Denker, A Steshina, T Grooss, F Ueckert, S Nürnberg
arXiv preprint arXiv:2101.05546, 2021
2021
Bringing advanced analytics experts to the data: Report of an interdisciplinary machine learning workshop
S Stahl-Toyota, K Glocker, AP Perez, A Knurr, A Denker, F Ückert
Cancer Research 80 (16_Supplement), 2087-2087, 2020
2020
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