@article{UBHD-68430802,
  author={Adler, Tim and Ardizzone, Lynton and Kruse, Jakob and Rother, Carsten and K{\"o}the, Ullrich and Maier-Hein, Lena},
  title={Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks},
  year={2019},
  pages={997-1007},
  language={eng},
  issn={2155-7101},
  volume={14},
  number={6},
  note={Gesehen am 17.09.2019},
  journal={International journal of computer-assisted language learning and teaching},
  doi={10.1007/s11548-019-01939-9},
}
@incollection{UBHD-68944124,
  author={Ardizzone, Lynton and Kruse, Jakob and Wirkert, Sebastian and Rahner, Daniel and Pellegrini, Eric William and Klessen, Ralf S. and Maier-Hein, Lena and Rother, Carsten and K{\"o}the, Ullrich},
  title={Analyzing inverse problems with invertible neural networks},
  year={2018},
  pages={1-20},
  language={eng},
  note={Identifizierung der Ressource nach: 6 Feb 2019 ; Gesehen am 26.07.2022},
  booktitle={Arxiv},
  doi={10.48550/arXiv.1808.04730},
}
@book{UBHD-69140479,
  author={Ardizzone, Lynton},
  title={Conditional invertible generative models for supervised problems},
  address={Heidelberg},
  year={2023},
  pages={1 Online-Ressource (166 Seiten)},
  language={eng},
  school={Dissertation,  Ruprecht-Karls-Universit{\"a}t Heidelberg,  2023},
  doi={10.11588/heidok.00033932},
  keywords={Maschinelles Lernen / Deep Learning / Maschinelles Sehen},
  url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-339321},
  library={UB},
}
@incollection{UBHD-69158648,
  author={Ardizzone, Lynton and Kruse, Jakob and L{\"u}th, Carsten and Bracher, Niels and Rother, Carsten and K{\"o}the, Ullrich},
  title={Conditional invertible neural networks for diverse image-to-image translation},
  year={2021},
  pages={373-387},
  language={eng},
  isbn={9783030712778},
  booktitle={Pattern recognition},
  editor={Akata, Zeynep and Geiger, Andreas and Sattler, Torsten},
}
@book{UBHD-69156514,
  author={Ardizzone, Lynton},
  organization={Universit{\"a}t Heidelberg},
  title={Conditional invertible generative models for supervised problems},
  address={Heidelberg},
  year={2023},
  pages={166 Seiten},
  language={eng},
  school={Dissertation,  Ruprecht-Karls-Universit{\"a}t Heidelberg,  2023},
  keywords={Maschinelles Lernen / Deep Learning / Maschinelles Sehen},
  library={UB [Signatur: 2023 U 983] ; MA [Signatur: Diss. Ardiz]},
}
@incollection{UBHD-68966968,
  author={Ardizzone, Lynton and Kruse, Jakob and L{\"u}th, Carsten and Bracher, Niels and Rother, Carsten and K{\"o}the, Ullrich},
  title={Conditional invertible neural networks for diverse image-to-image translation},
  year={2021},
  pages={1-15},
  language={eng},
  note={Gesehen am 28.09.2022},
  booktitle={Arxiv},
  doi={10.48550/arXiv.2105.02104},
}
@incollection{UBHD-68944111,
  author={Ardizzone, Lynton and L{\"u}th, Carsten and Kruse, Jakob and Rother, Carsten and K{\"o}the, Ullrich},
  title={Guided image generation with conditional invertible neural networks},
  year={2019},
  pages={1-11},
  language={eng},
  note={Gesehen am 19.07.2022},
  booktitle={Arxiv},
  doi={10.48550/arXiv.1907.02392},
}
@incollection{UBHD-69158665,
  author={Ardizzone, Lynton and Mackowiak, Radek and Rother, Carsten and K{\"o}the, Ullrich},
  title={Training normalizing flows with the information bottleneck for competitive generative classification},
  year={2021},
  pages={7828-7840},
  language={eng},
  journal={NeurIPS (34. : 2020 : Online)34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 10 of 27},
  editor={Larochelle, Hugo},
}
@article{UBHD-68882956,
  author={Bellagente, Marco and Butter, Anja and Kasieczka, Gregor and Plehn, Tilman and Rousselot, Armand and Winterhalder, Ramon and Ardizzone, Lynton and K{\"o}the, Ullrich},
  title={Invertible networks or partons to detector and back again},
  year={2020},
  pages={24 S.},
  language={eng},
  issn={2542-4653},
  volume={9},
  note={Gesehen am 26.02.2022},
  journal={SciPost physics},
  doi={10.21468/SciPostPhys.9.5.074},
}
@article{UBHD-69091267,
  author={Haldemann, Jonas and Ksoll, Victor F. and Walter, Daniel and Alibert, Yann and Klessen, Ralf S. and Benz, Willy and K{\"o}the, Ullrich and Ardizzone, Lynton and Rother, Carsten},
  title={Exoplanet characterization using conditional invertible neural networks},
  year={2023},
  pages={1-16},
  language={eng},
  issn={1432-0746},
  volume={672(2023) vom: Apr.},
  number={Artikel-ID A180},
  note={Gesehen am 29.06.2023},
  journal={Astronomy and astrophysics},
  doi={10.1051/0004-6361/202243230},
}
@incollection{UBHD-68972809,
  author={Haldemann, Jonas and Ksoll, Victor F. and Walter, Daniel and Alibert, Yann and Klessen, Ralf S. and Benz, Willy and K{\"o}the, Ullrich and Ardizzone, Lynton and Rother, Carsten},
  title={Exoplanet characterization using conditional invertible neural networks},
  year={2022},
  pages={1-15},
  language={eng},
  note={Gesehen am 12.10.2022},
  booktitle={Arxiv},
}
@article{UBHD-68906795,
  author={Kang, Da Eun and Pellegrini, Eric William and Ardizzone, Lynton and Klessen, Ralf S. and K{\"o}the, Ullrich and Glover, Simon and Ksoll, Victor F.},
  title={Emission-line diagnostics of H ii regions using conditional invertible neural networks},
  year={2022},
  pages={31 S.},
  language={eng},
  issn={1365-2966},
  volume={512},
  note={Gesehen am 12.04.2022},
  journal={Monthly notices of the Royal Astronomical Society},
  doi={10.1093/mnras/stac222},
}
@article{UBHD-68875738,
  author={Ksoll, Victor F. and Ardizzone, Lynton and Klessen, Ralf S. and K{\"o}the, Ullrich and Sabbi, Elena and Robberto, Massimo and Gouliermis, Dimitrios A. and Rother, Carsten and Zeidler, Peter and Gennaro, Mario},
  title={Stellar parameter determination from photometry using invertible neural networks},
  year={2020},
  pages={39 S.},
  language={eng},
  issn={1365-2966},
  volume={499},
  note={Gesehen am 02.03.2022},
  journal={Monthly notices of the Royal Astronomical Society},
  doi={10.1093/mnras/staa2931},
}
@book{UBHD-69158645,
  author={Labus, Peter and Carpen-Amarie, Alexandra and K{\"u}hn, Martin and Keuper, Janis and Grund, Alexander and Wascinski, Christian von and Wesarg, Bert and Ardizzone, Lynton and Schuler, Manuela and Membarth, Richard},
  organization={Fraunhofer-Institut f{\"u}r Techno- und Wirtschaftsmathematik and Zentrum f{\"u}r Informationsdienste und Hochleistungsrechnen (Dresden) and Engineering Mathematics and Computing Lab and Deutsches Forschungszentrum f{\"u}r K{\"u}nstliche Intelligenz},
  title={HP-DLF - High Performance Deep Learning Framework},
  subtitle={Abschlussbericht : Berichtszeitraum: 1. November 2017-30. April 2021},
  publisher={Fraunhofer-Institut f{\"u}r Techno- und Wirtschaftsmathematik ITWM},
  address={Kaiserslautern},
  year={2021},
  pages={109 Seiten, 2 ungez{\"a}hlte Bl{\"a}tter},
  language={ger},
  note={F{\"o}rderkennzeichen BMBF 01IH17002A-D ; Verbundnummer 01181503 ; Unterschiede zwischen dem gedruckten Dokument und der elektronischen Ressource k{\"o}nnen nicht ausgeschlossen werden},
}
@book{UBHD-69158666,
  author={Labus, Peter and Carpen-Amarie, Alexandra and K{\"u}hn, Martin and Keuper, Janis and Grund, Alexander and Wascinski, Christian von and Wesarg, Bert and Ardizzone, Lynton and Schuler, Manuela and Membarth, Richard},
  organization={Fraunhofer-Institut f{\"u}r Techno- und Wirtschaftsmathematik and Zentrum f{\"u}r Informationsdienste und Hochleistungsrechnen (Dresden) and Engineering Mathematics and Computing Lab and Deutsches Forschungszentrum f{\"u}r K{\"u}nstliche Intelligenz},
  title={HP-DLF - High Performance Deep Learning Framework},
  subtitle={Abschlussbericht : Berichtszeitraum: 1. November 2017-30. April 2021},
  publisher={[Fraunhofer-Institut f{\"u}r Techno- und Wirtschaftsmathematik ITWM]},
  address={Kaiserslautern},
  year={2021},
  pages={1 Online-Ressource (109 Seiten, 12,60 MB)},
  language={ger},
  note={F{\"o}rderkennzeichen BMBF 01IH17002A-D ; Verbundnummer 01181503 ; Unterschiede zwischen dem gedruckten Dokument und der elektronischen Ressource k{\"o}nnen nicht ausgeschlossen werden},
  doi={10.2314/KXP:183256584X},
}
@incollection{UBHD-68944104,
  author={Mackowiak, Radek and Ardizzone, Lynton and K{\"o}the, Ullrich and Rother, Carsten},
  title={Generative classifiers as a basis for trustworthy image classification},
  year={2020},
  pages={28 S.},
  language={eng},
  note={Gesehen am 19.07.2022},
  booktitle={De.arxiv.org},
  doi={10.48550/arXiv.2007.15036},
}
@incollection{UBHD-69158678,
  author={M{\"u}ller, Jens and Schmier, Robert and Ardizzone, Lynton and Rother, Carsten and K{\"o}the, Ullrich},
  title={Learning robust models using the principle of independent causal mechanisms},
  year={2021},
  pages={79-110},
  language={eng},
  isbn={9783030926588},
  booktitle={Pattern recognition},
  editor={Bauckhage, Christian and Gall, Juergen and Schwing, Alexander},
  doi={10.1007/978-3-030-92659-5_6},
}
@book{UBHD-69157168,
  author={M{\"u}ller, Jens and Ardizzone, Lynton and K{\"o}the, Ullrich},
  title={ProDAS},
  subtitle={Probabilistic Dataset of Abstract Shapes},
  publisher={Universit{\"a}tsbibliothek Heidelberg},
  address={Heidelberg},
  year={2023},
  pages={1 Online-Ressource (4 Seiten)},
  language={eng},
  doi={10.11588/heidok.00034135},
  url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-341358},
  library={UB},
}
@incollection{UBHD-69136042,
  author={N{\"o}lke, Jan-Hinrich and Adler, Tim and Gr{\"o}hl, Janek and Kirchner, Thomas and Ardizzone, Lynton and Rother, Carsten and K{\"o}the, Ullrich and Maier-Hein, Lena},
  title={Invertible neural networks for uncertainty quantification in photoacoustic imaging},
  year={2021},
  pages={330-335},
  language={eng},
  isbn={978-3-658-33197-9 and 3-658-33197-6},
  booktitle={Bildverarbeitung f{\"u}r die Medizin 2021},
  editor={Palm, Christoph and Deserno, Thomas M. and Handels, Heinz and Maier, Andreas and Maier-Hein, Klaus H. and Tolxdorff, Thomas},
}
@incollection{UBHD-69136120,
  author={N{\"o}lke, Jan-Hinrich and Adler, Tim and Gr{\"o}hl, Janek and Kirchner, Thomas and Ardizzone, Lynton and Rother, Carsten and K{\"o}the, Ullrich and Maier-Hein, Lena},
  title={Invertible neural networks for uncertainty quantification in photoacoustic imaging},
  year={2021},
  pages={330-335},
  language={ger},
  isbn={9783658331986},
  note={Gesehen am 02.11.2023},
  booktitle={Bildverarbeitung f{\"u}r die Medizin 2021},
  editor={Palm, Christoph and Deserno, Thomas M. and Handels, Heinz and Maier, Andreas and Maier-Hein, Klaus H. and Tolxdorff, Thomas},
  doi={10.1007/978-3-658-33198-6_80},
}
@article{UBHD-68916149,
  author={Radev, Stefan and Mertens, Ulf K. and Voß, Andreas and Ardizzone, Lynton and K{\"o}the, Ullrich},
  title={BayesFlow},
  subtitle={learning complex stochastic models with invertible neural networks},
  year={2022},
  pages={15 S.},
  language={eng},
  issn={2162-237X},
  volume={33},
  note={Date of publication: 18 December 2020 ; Gesehen am 31.05.2022},
  journal={IEEE transactions on neural networks and learning systems},
  doi={10.1109/TNNLS.2020.3042395},
}