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ORCIDBibTeX records: Alexander Denker
@article{DBLP:journals/corr/abs-2601-20756,
author = {Elizabeth L. Baker and
Alexander Denker and
Jes Frellsen},
title = {Supervised Guidance Training for Infinite-Dimensional Diffusion Models},
journal = {CoRR},
volume = {abs/2601.20756},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2601.20756},
doi = {10.48550/ARXIV.2601.20756},
eprinttype = {arXiv},
eprint = {2601.20756},
timestamp = {Thu, 26 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2601-20756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2601-23231,
author = {George Webber and
Alexander Denker and
Riccardo Barbano and
Andrew J. Reader},
title = {Solving Inverse Problems with Flow-based Models via Model Predictive
Control},
journal = {CoRR},
volume = {abs/2601.23231},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2601.23231},
doi = {10.48550/ARXIV.2601.23231},
eprinttype = {arXiv},
eprint = {2601.23231},
timestamp = {Thu, 26 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2601-23231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BarbanoDCRAMJY25,
author = {Riccardo Barbano and
Alexander Denker and
Hyungjin Chung and
Tae{-}Hoon Roh and
Simon R. Arridge and
Peter Maass and
Bangti Jin and
Jong Chul Ye},
title = {Steerable Conditional Diffusion for Out-of-Distribution Adaptation
in Medical Image Reconstruction},
journal = {{IEEE} Trans. Medical Imaging},
volume = {44},
number = {5},
pages = {2093--2104},
year = {2025},
url = {https://doi.org/10.1109/TMI.2024.3524797},
doi = {10.1109/TMI.2024.3524797},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BarbanoDCRAMJY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scalespace/DenkerHKCEA25,
author = {Alexander Denker and
Johannes Hertrich and
Zeljko Kereta and
Silvia Cipiccia and
Ecem Erin and
Simon R. Arridge},
editor = {Tatiana A. Bubba and
Romina Gaburro and
Silvia Gazzola and
Kostas Papafitsoros and
Marcelo Pereyra and
Carola{-}Bibiane Sch{\"{o}}nlieb},
title = {Plug-and-Play Half-Quadratic Splitting for Ptychography},
booktitle = {Scale Space and Variational Methods in Computer Vision - 10th International
Conference, {SSVM} 2025, Dartington, UK, May 18-22, 2025, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {15667},
pages = {269--281},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-3-031-92366-1\_21},
doi = {10.1007/978-3-031-92366-1\_21},
timestamp = {Sun, 01 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/scalespace/DenkerHKCEA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-04468,
author = {Alexander Denker and
Shreyas Padhy and
Francisco Vargas and
Johannes Hertrich},
title = {Iterative Importance Fine-tuning of Diffusion Models},
journal = {CoRR},
volume = {abs/2502.04468},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.04468},
doi = {10.48550/ARXIV.2502.04468},
eprinttype = {arXiv},
eprint = {2502.04468},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-04468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-19068,
author = {Serban Cristian Tudosie and
Alexander Denker and
Zeljko Kereta and
Simon R. Arridge},
title = {Learning Binary Sampling Patterns for Single-Pixel Imaging using Bilevel
Optimisation},
journal = {CoRR},
volume = {abs/2508.19068},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.19068},
doi = {10.48550/ARXIV.2508.19068},
eprinttype = {arXiv},
eprint = {2508.19068},
timestamp = {Tue, 14 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-19068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-01755,
author = {Johannes Hertrich and
Hok Shing Wong and
Alexander Denker and
Stanislas Ducotterd and
Zhenghan Fang and
Markus Haltmeier and
Zeljko Kereta and
Erich Kobler and
Oscar Leong and
Mohammad Sadegh Salehi and
Carola{-}Bibiane Sch{\"{o}}nlieb and
Johannes Schwab and
Zakhar Shumaylov and
Jeremias Sulam and
German Sh{\^{a}}ma Wache and
Martin Zach and
Yasi Zhang and
Matthias J. Ehrhardt and
Sebastian Neumayer},
title = {Learning Regularization Functionals for Inverse Problems: {A} Comparative
Study},
journal = {CoRR},
volume = {abs/2510.01755},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.01755},
doi = {10.48550/ARXIV.2510.01755},
eprinttype = {arXiv},
eprint = {2510.01755},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-01755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-21012,
author = {William Lauga and
James Rowbottom and
Alexander Denker and
Zeljko Kereta and
Moshe Eliasof and
Carola{-}Bibiane Sch{\"{o}}nlieb},
title = {Graph Neural Regularizers for {PDE} Inverse Problems},
journal = {CoRR},
volume = {abs/2510.21012},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.21012},
doi = {10.48550/ARXIV.2510.21012},
eprinttype = {arXiv},
eprint = {2510.21012},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-21012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Denker24,
author = {Alexander Denker},
title = {Invertible neural networks and normalizing flows for image reconstruction},
school = {University of Bremen, Germany},
year = {2024},
url = {https://media.suub.uni-bremen.de/handle/elib/7839},
urn = {urn:nbn:de:gbv:46-elib78391},
timestamp = {Sat, 31 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Denker24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/FernselKD24,
author = {Pascal Fernsel and
Zeljko Kereta and
Alexander Denker},
title = {Convergence Properties of Score-Based Models for Linear Inverse Problems
Using Graduated Optimisation},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734770},
doi = {10.1109/MLSP58920.2024.10734770},
timestamp = {Sun, 19 Jan 2025 13:17:34 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/FernselKD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Denker0PDMBDMKL24,
author = {Alexander Denker and
Francisco Vargas and
Shreyas Padhy and
Kieran Didi and
Simon V. Mathis and
Riccardo Barbano and
Vincent Dutordoir and
Emile Mathieu and
Urszula Julia Komorowska and
Pietro Li{\'{o}}},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {{DEFT:} Efficient Fine-tuning of Diffusion Models by Learning the
Generalised {\textdollar}h{\textdollar}-transform},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/22d258dfbdf840ccbf266bbc545dd95f-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Denker0PDMBDMKL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-18699,
author = {Pascal Fernsel and
Zeljko Kereta and
Alexander Denker},
title = {Convergence Properties of Score-Based Models using Graduated Optimisation
for Linear Inverse Problems},
journal = {CoRR},
volume = {abs/2404.18699},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.18699},
doi = {10.48550/ARXIV.2404.18699},
eprinttype = {arXiv},
eprint = {2404.18699},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-18699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-01781,
author = {Alexander Denker and
Francisco Vargas and
Shreyas Padhy and
Kieran Didi and
Simon V. Mathis and
Vincent Dutordoir and
Riccardo Barbano and
Emile Mathieu and
Urszula Julia Komorowska and
Pietro Lio},
title = {{DEFT:} Efficient Finetuning of Conditional Diffusion Models by Learning
the Generalised h-transform},
journal = {CoRR},
volume = {abs/2406.01781},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.01781},
doi = {10.48550/ARXIV.2406.01781},
eprinttype = {arXiv},
eprint = {2406.01781},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-01781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-01559,
author = {Alexander Denker and
Zeljko Kereta and
Imraj RD Singh and
Tom Freudenberg and
Tobias Kluth and
Peter Maass and
Simon R. Arridge},
title = {Data-driven approaches for electrical impedance tomography image segmentation
from partial boundary data},
journal = {CoRR},
volume = {abs/2407.01559},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.01559},
doi = {10.48550/ARXIV.2407.01559},
eprinttype = {arXiv},
eprint = {2407.01559},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-01559.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-02548,
author = {Alexander Denker and
Johannes Hertrich and
Zeljko Kereta and
Silvia Cipiccia and
Ecem Erin and
Simon R. Arridge},
title = {Plug-and-Play Half-Quadratic Splitting for Ptychography},
journal = {CoRR},
volume = {abs/2412.02548},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.02548},
doi = {10.48550/ARXIV.2412.02548},
eprinttype = {arXiv},
eprint = {2412.02548},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-02548.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01335,
author = {Clemens Arndt and
Alexander Denker and
S{\"{o}}ren Dittmer and
Nick Heilenk{\"{o}}tter and
Meira Iske and
Tobias Kluth and
Peter Maass and
Judith Nickel},
title = {Invertible residual networks in the context of regularization theory
for linear inverse problems},
journal = {CoRR},
volume = {abs/2306.01335},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01335},
doi = {10.48550/ARXIV.2306.01335},
eprinttype = {arXiv},
eprint = {2306.01335},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01335.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14190,
author = {Imraj RD Singh and
Alexander Denker and
Riccardo Barbano and
Zeljko Kereta and
Bangti Jin and
Kris Thielemans and
Peter Maass and
Simon R. Arridge},
title = {Score-Based Generative Models for {PET} Image Reconstruction},
journal = {CoRR},
volume = {abs/2308.14190},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.14190},
doi = {10.48550/ARXIV.2308.14190},
eprinttype = {arXiv},
eprint = {2308.14190},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-14190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14409,
author = {Riccardo Barbano and
Alexander Denker and
Hyungjin Chung and
Tae{-}Hoon Roh and
Simon Arrdige and
Peter Maass and
Bangti Jin and
Jong Chul Ye},
title = {Steerable Conditional Diffusion for Out-of-Distribution Adaptation
in Imaging Inverse Problems},
journal = {CoRR},
volume = {abs/2308.14409},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.14409},
doi = {10.48550/ARXIV.2308.14409},
eprinttype = {arXiv},
eprint = {2308.14409},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-14409.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tci/BarbanoLSDHMJ22,
author = {Riccardo Barbano and
Johannes Leuschner and
Maximilian Schmidt and
Alexander Denker and
Andreas Hauptmann and
Peter Maass and
Bangti Jin},
title = {An Educated Warm Start for Deep Image Prior-Based Micro {CT} Reconstruction},
journal = {{IEEE} Trans. Computational Imaging},
volume = {8},
pages = {1210--1222},
year = {2022},
url = {https://doi.org/10.1109/TCI.2022.3233188},
doi = {10.1109/TCI.2022.3233188},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tci/BarbanoLSDHMJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12021,
author = {Fabian Altekr{\"{u}}ger and
Alexander Denker and
Paul Hagemann and
Johannes Hertrich and
Peter Maass and
Gabriele Steidl},
title = {PatchNR: Learning from Small Data by Patch Normalizing Flow Regularization},
journal = {CoRR},
volume = {abs/2205.12021},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12021},
doi = {10.48550/ARXIV.2205.12021},
eprinttype = {arXiv},
eprint = {2205.12021},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jimaging/LeuschnerSGACDB21,
author = {Johannes Leuschner and
Maximilian Schmidt and
Poulami Somanya Ganguly and
Vladyslav Andriiashen and
Sophia Bethany Coban and
Alexander Denker and
Dominik F. Bauer and
Amir Hadjifaradji and
Kees Joost Batenburg and
Peter Maass and
Maureen van Eijnatten},
title = {Quantitative Comparison of Deep Learning-Based Image Reconstruction
Methods for Low-Dose and Sparse-Angle {CT} Applications},
journal = {J. Imaging},
volume = {7},
number = {3},
pages = {44},
year = {2021},
url = {https://doi.org/10.3390/jimaging7030044},
doi = {10.3390/JIMAGING7030044},
timestamp = {Sat, 11 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jimaging/LeuschnerSGACDB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jimaging/DenkerSLM21,
author = {Alexander Denker and
Maximilian Schmidt and
Johannes Leuschner and
Peter Maass},
title = {Conditional Invertible Neural Networks for Medical Imaging},
journal = {J. Imaging},
volume = {7},
number = {11},
pages = {243},
year = {2021},
url = {https://doi.org/10.3390/jimaging7110243},
doi = {10.3390/JIMAGING7110243},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jimaging/DenkerSLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-05546,
author = {Alexander Denker and
Anastasia Steshina and
Theresa Grooss and
Frank Ueckert and
Sylvia N{\"{u}}rnberg},
title = {Feature reduction for machine learning on molecular features: The
GeneScore},
journal = {CoRR},
volume = {abs/2101.05546},
year = {2021},
url = {https://arxiv.org/abs/2101.05546},
eprinttype = {arXiv},
eprint = {2101.05546},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-05546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-11926,
author = {Riccardo Barbano and
Johannes Leuschner and
Maximilian Schmidt and
Alexander Denker and
Andreas Hauptmann and
Peter Maa{\ss} and
Bangti Jin},
title = {Is Deep Image Prior in Need of a Good Education?},
journal = {CoRR},
volume = {abs/2111.11926},
year = {2021},
url = {https://arxiv.org/abs/2111.11926},
eprinttype = {arXiv},
eprint = {2111.11926},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-11926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hvei/VesselSMDS14,
author = {Edward A. Vessel and
Jonathan Stahl and
Natalia Maurer and
Alexander Denker and
G. Gabrielle Starr},
editor = {Bernice E. Rogowitz and
Thrasyvoulos N. Pappas and
Huib de Ridder},
title = {Personalized visual aesthetics},
booktitle = {Human Vision and Electronic Imaging XIX, San Francisco, California,
USA, February 3-6, 2014},
series = {{SPIE} Proceedings},
volume = {9014},
pages = {90140S},
publisher = {{SPIE}},
year = {2014},
url = {https://doi.org/10.1117/12.2043126},
doi = {10.1117/12.2043126},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hvei/VesselSMDS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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