@article{DBLP:journals/siamjo/BanertROA24,
author = {Sebastian Banert and
Jevgenija Rudzusika and
Ozan {\"{O}}ktem and
Jonas Adler},
title = {Accelerated Forward-Backward Optimization Using Deep Learning},
journal = {{SIAM} J. Optim.},
volume = {34},
number = {2},
pages = {1236--1263},
year = {2024},
url = {https://doi.org/10.1137/22m1532548},
doi = {10.1137/22M1532548},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/BanertROA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-15089,
author = {Sander Dieleman and
Laurent Sartran and
Arman Roshannai and
Nikolay Savinov and
Yaroslav Ganin and
Pierre H. Richemond and
Arnaud Doucet and
Robin Strudel and
Chris Dyer and
Conor Durkan and
Curtis Hawthorne and
R{\'{e}}mi Leblond and
Will Grathwohl and
Jonas Adler},
title = {Continuous diffusion for categorical data},
journal = {CoRR},
volume = {abs/2211.15089},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.15089},
doi = {10.48550/ARXIV.2211.15089},
eprinttype = {arXiv},
eprint = {2211.15089},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-15089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14108,
author = {Dan Rosenbaum and
Marta Garnelo and
Michal Zielinski and
Charlie Beattie and
Ellen Clancy and
Andrea Huber and
Pushmeet Kohli and
Andrew W. Senior and
John Jumper and
Carl Doersch and
S. M. Ali Eslami and
Olaf Ronneberger and
Jonas Adler},
title = {Inferring a Continuous Distribution of Atom Coordinates from Cryo-EM
Images using VAEs},
journal = {CoRR},
volume = {abs/2106.14108},
year = {2021},
url = {https://arxiv.org/abs/2106.14108},
eprinttype = {arXiv},
eprint = {2106.14108},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/BanertRAKO20,
author = {Sebastian Banert and
Axel Ringh and
Jonas Adler and
Johan Karlsson and
Ozan {\"{O}}ktem},
title = {Data-Driven Nonsmooth Optimization},
journal = {{SIAM} J. Optim.},
volume = {30},
number = {1},
pages = {102--131},
year = {2020},
url = {https://doi.org/10.1137/18M1207685},
doi = {10.1137/18M1207685},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/BanertRAKO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tci/HauptmannAAO20,
author = {Andreas Hauptmann and
Jonas Adler and
Simon R. Arridge and
Ozan {\"{O}}ktem},
title = {Multi-Scale Learned Iterative Reconstruction},
journal = {{IEEE} Trans. Computational Imaging},
volume = {6},
pages = {843--856},
year = {2020},
url = {https://doi.org/10.1109/TCI.2020.2990299},
doi = {10.1109/TCI.2020.2990299},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tci/HauptmannAAO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MoriakovAT20,
author = {Nikita Moriakov and
Jonas Adler and
Jonas Teuwen},
title = {Kernel of CycleGAN as a principal homogeneous space},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=B1eWOJHKvB},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MoriakovAT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-09061,
author = {Nikita Moriakov and
Jonas Adler and
Jonas Teuwen},
title = {Kernel of CycleGAN as a Principle homogeneous space},
journal = {CoRR},
volume = {abs/2001.09061},
year = {2020},
url = {https://arxiv.org/abs/2001.09061},
eprinttype = {arXiv},
eprint = {2001.09061},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-09061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-14745,
author = {Andreas Hauptmann and
Jonas Adler},
title = {On the unreasonable effectiveness of CNNs},
journal = {CoRR},
volume = {abs/2007.14745},
year = {2020},
url = {https://arxiv.org/abs/2007.14745},
eprinttype = {arXiv},
eprint = {2007.14745},
timestamp = {Mon, 03 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-14745.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Adler19,
author = {Jonas Adler},
title = {Data-driven Methods in Inverse Problems},
school = {Royal Institute of Technology, Stockholm, Sweden},
year = {2019},
url = {https://nbn-resolving.org/urn:nbn:se:kth:diva-262727},
urn = {urn:nbn:se:kth:diva-262727},
timestamp = {Wed, 12 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Adler19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-00936,
author = {Andreas Hauptmann and
Jonas Adler and
Simon R. Arridge and
Ozan {\"{O}}ktem},
title = {Multi-Scale Learned Iterative Reconstruction},
journal = {CoRR},
volume = {abs/1908.00936},
year = {2019},
url = {http://arxiv.org/abs/1908.00936},
eprinttype = {arXiv},
eprint = {1908.00936},
timestamp = {Fri, 09 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-00936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06683,
author = {Kenneth Lau and
Jonas Adler and
Jens Sj{\"{o}}lund},
title = {A unified representation network for segmentation with missing modalities},
journal = {CoRR},
volume = {abs/1908.06683},
year = {2019},
url = {http://arxiv.org/abs/1908.06683},
eprinttype = {arXiv},
eprint = {1908.06683},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-06683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/AdlerO18,
author = {Jonas Adler and
Ozan {\"{O}}ktem},
title = {Learned Primal-Dual Reconstruction},
journal = {{IEEE} Trans. Medical Imaging},
volume = {37},
number = {6},
pages = {1322--1332},
year = {2018},
url = {https://doi.org/10.1109/TMI.2018.2799231},
doi = {10.1109/TMI.2018.2799231},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/AdlerO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/HauptmannLBHACB18,
author = {Andreas Hauptmann and
Felix Lucka and
Marta M. Betcke and
Nam Huynh and
Jonas Adler and
Ben T. Cox and
Paul C. Beard and
S{\'{e}}bastien Ourselin and
Simon R. Arridge},
title = {Model-Based Learning for Accelerated, Limited-View 3-D Photoacoustic
Tomography},
journal = {{IEEE} Trans. Medical Imaging},
volume = {37},
number = {6},
pages = {1382--1393},
year = {2018},
url = {https://doi.org/10.1109/TMI.2018.2820382},
doi = {10.1109/TMI.2018.2820382},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/HauptmannLBHACB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AdlerL18,
author = {Jonas Adler and
Sebastian Lunz},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Banach Wasserstein {GAN}},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {6755--6764},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/91d0dbfd38d950cb716c4dd26c5da08a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AdlerL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-05694,
author = {Awais Ashfaq and
Jonas Adler},
title = {A modified fuzzy {C} means algorithm for shading correction in craniofacial
{CBCT} images},
journal = {CoRR},
volume = {abs/1801.05694},
year = {2018},
url = {http://arxiv.org/abs/1801.05694},
eprinttype = {arXiv},
eprint = {1801.05694},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-05694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-06621,
author = {Jonas Adler and
Sebastian Lunz},
title = {Banach Wasserstein {GAN}},
journal = {CoRR},
volume = {abs/1806.06621},
year = {2018},
url = {http://arxiv.org/abs/1806.06621},
eprinttype = {arXiv},
eprint = {1806.06621},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-06621.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-04640,
author = {Nikita Moriakov and
Koen Michielsen and
Jonas Adler and
Ritse Mann and
Ioannis Sechopoulos and
Jonas Teuwen},
title = {Deep Learning Framework for Digital Breast Tomosynthesis Reconstruction},
journal = {CoRR},
volume = {abs/1808.04640},
year = {2018},
url = {http://arxiv.org/abs/1808.04640},
eprinttype = {arXiv},
eprint = {1808.04640},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-04640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-00948,
author = {Jonas Adler and
Sebastian Lunz and
Olivier Verdier and
Carola{-}Bibiane Sch{\"{o}}nlieb and
Ozan {\"{O}}ktem},
title = {Task adapted reconstruction for inverse problems},
journal = {CoRR},
volume = {abs/1809.00948},
year = {2018},
url = {http://arxiv.org/abs/1809.00948},
eprinttype = {arXiv},
eprint = {1809.00948},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-00948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-05910,
author = {Jonas Adler and
Ozan {\"{O}}ktem},
title = {Deep Bayesian Inversion},
journal = {CoRR},
volume = {abs/1811.05910},
year = {2018},
url = {http://arxiv.org/abs/1811.05910},
eprinttype = {arXiv},
eprint = {1811.05910},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-05910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AdlerO17,
author = {Jonas Adler and
Ozan {\"{O}}ktem},
title = {Solving ill-posed inverse problems using iterative deep neural networks},
journal = {CoRR},
volume = {abs/1704.04058},
year = {2017},
url = {http://arxiv.org/abs/1704.04058},
eprinttype = {arXiv},
eprint = {1704.04058},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AdlerO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AdlerO17aa,
author = {Jonas Adler and
Ozan {\"{O}}ktem},
title = {Learned Primal-dual Reconstruction},
journal = {CoRR},
volume = {abs/1707.06474},
year = {2017},
url = {http://arxiv.org/abs/1707.06474},
eprinttype = {arXiv},
eprint = {1707.06474},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AdlerO17aa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-10898,
author = {Jonas Adler and
Axel Ringh and
Ozan {\"{O}}ktem and
Johan Karlsson},
title = {Learning to solve inverse problems using Wasserstein loss},
journal = {CoRR},
volume = {abs/1710.10898},
year = {2017},
url = {http://arxiv.org/abs/1710.10898},
eprinttype = {arXiv},
eprint = {1710.10898},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-10898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
