heiBIB: Köthe, Ullrich

Köthe, Ullrich Prof. Dr. rer. nat.; Dipl.-Phys.Universität HeidelbergHeidelberg

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englisch (52)
deutsch (3)

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Publikationen in heiBIB

Lehmann, David Hermann: Prediction of diagnosis and diastolic filling pressure by AI-enhanced cardiac MRI : a modelling study of hospital data / David Hermann Lehmann, Bruna Gomes, Niklas Vetter, Olivia Braun, Ali Amr, Thomas Hilbel, Jens Müller… , June 2024. - 11 S.
In: The lancet, ISSN 2589-7500. 6(2024), 6, Seite e407-e417
DOI: 10.1016/S2589-7500(24)00063-3
Draxler, Felix: Whitening convergence rate of coupling-based normalizing flows / Felix Draxler, Christoph Schnörr, Ullrich Köthe, 2023. - 13 S.
Wider, Jonathan: Towards learned emulation of interannual water isotopologue variations in General Circulation Models / Jonathan Wider, Jakob Kruse, Nils Weitzel, Janica C. Bühler, Ullrich Köthe and Kira Rehfeld, 2023. - 19 S.
In: Environmental data science, ISSN 2634-4602. 2(2023), Artikel-ID e35, Seite 1-19
DOI: 10.1017/eds.2023.29
Müller, Jens: ProDAS : Probabilistic Dataset of Abstract Shapes / Jens Müller, Lynton Ardizzone, Ullrich Köthe. -
Heidelberg: Universitätsbibliothek Heidelberg, December 8, 2023. - 1 Online-Ressource (4 Seiten) : Illustrationen, Diagramme
DOI: 10.11588/heidok.00034135
Kang, Da Eun: Noise-Net : determining physical properties of H ii regions reflecting observational uncertainties / Da Eun Kang, Ralf S. Klessen, Victor F. Ksoll, Lynton Ardizzone, Ullrich Koethe and Simon C.O. Glove… , 2023 January 10. - 21 S.
In: Monthly notices of the Royal Astronomical Society, ISSN 1365-2966. 520(2023), 4 vom: Apr., Seite 4981-5001
DOI: 10.1093/mnras/stad072
Schumacher, Lukas: Neural superstatistics for Bayesian estimation of dynamic cognitive models / Lukas Schumacher, Paul-Christian Bürkner, Andreas Voss, Ullrich Köthe & Stefan T. Radev, 2023. - 16 S. : Illustrationen
In: Scientific reports, ISSN 2045-2322. 13(2023), Artikel-ID 13778, Seite 1-16
DOI: 10.1038/s41598-023-40278-3
Haldemann, Jonas: Exoplanet characterization using conditional invertible neural networks / Jonas Haldemann, Victor Ksoll, Daniel Walter, Yann Alibert, Ralf S. Klessen, Willy Benz, Ullrich Koe… , 20 April 2023. - 16 S.
In: Astronomy and astrophysics, ISSN 1432-0746. 672(2023) vom: Apr., Artikel-ID A180, Seite 1-16
DOI: 10.1051/0004-6361/202243230
Köthe, Ullrich: Mensch und Automat : die Rolle von Zufall und Determinismus / Ullrich Köthe, 2022-12-21. - 6 S.
In: Forum Marsilius-Kolleg, ISSN 2196-2839. 22(2022), 2, Seite 107-112
DOI: 10.11588/fmk.2022.2.92716
Haldemann, Jonas: Exoplanet characterization using conditional invertible neural networks / Jonas Haldemann, Victor Ksoll, Daniel Walter, Yann Alibert, Ralf S. Klessen, Willy Benz, Ullrich Koe… , 31 Jan 2022. - 15 S.
In: Arxiv. (2022), Artikel-ID 2202.00027, Seite 1-15
Radev, Stefan: BayesFlow : learning complex stochastic models with invertible neural networks / Stefan T. Radev, Ulf K. Mertens, Andreas Voss, Lynton Ardizzone, and Ullrich Köthe, Member, IEEE, 2022. - 15 S.
In: IEEE transactions on neural networks and learning systems, ISSN 2162-237X. 33(2022), 4, Seite 1452-1466
DOI: 10.1109/TNNLS.2020.3042395
Bister, Teresa: Inference of cosmic-ray source properties by conditional invertible neural networks / Teresa Bister, Martin Erdmann, Ullrich Köthe, Josina Schulte, 24 February 2022. - 10 S.
In: The European physical journal, ISSN 1434-6052. 82(2022), Artikel-ID 171, Seite 1-10
DOI: 10.1140/epjc/s10052-022-10138-x
Kang, Da Eun: Emission-line diagnostics of H ii regions using conditional invertible neural networks / Da Eun Kang, Eric W. Pellegrini, Lynton Ardizzone, Ralf S. Klessen, Ullrich Koethe, Simon C.O. Glove… , 2022 January 29. - 31 S.
In: Monthly notices of the Royal Astronomical Society, ISSN 1365-2966. 512(2022), 1, Seite 617-647
DOI: 10.1093/mnras/stac222
Schwarz, Jonathan: Riemannian SOS-polynomial normalizing flows / Jonathan Schwarz, Felix Draxler, Ullrich Köthe, Christoph Schnörr, 2021. - 14 S.
In: Pattern recognition. (2021), Seite 218-231
Draxler, Felix: Characterizing the role of a single coupling layer in affine normalizing flows / Felix Draxler, Jonathan Schwarz, Christoph Schnörr, Ullrich Köthe, 2021. - 14 S.
In: Pattern recognition. (2021), Seite 1-14
Müller, Jens: Learning robust models using the principle of independent causal mechanisms / Jens Müller, Robert Schmier, Lynton Ardizzone, Carsten Rother, Ullrich Köthe, 2021. - 32 S.
In: Pattern recognition. (2021), Seite 79-110
DOI: 10.1007/978-3-030-92659-5_6
Ardizzone, Lynton: Training normalizing flows with the information bottleneck for competitive generative classification / Lynton Ardizzone, Radek Mackowiak, Carsten Rother, Ullrich Köthe, 2021. - 13 S.
Ardizzone, Lynton: Conditional invertible neural networks for diverse image-to-image translation / Lynton Ardizzone, Jakob Kruse, Carsten Lüth, Niels Bracher, Carsten Rother, Ullrich Köthe, 2021. - 15 S.
In: Pattern recognition. (2021), Seite 373-387
Nölke, Jan-Hinrich: Invertible neural networks for uncertainty quantification in photoacoustic imaging / Jan-Hinrich Nölke, Tim Adler, Janek Gröhl, Thomas Kirchner, Lynton Ardizzone, Carsten Rother, Ullric… , 27 February 2021. - 6 S.
In: Bildverarbeitung für die Medizin 2021. (2021), Seite 330-335
DOI: 10.1007/978-3-658-33198-6_80
Nölke, Jan-Hinrich: Invertible neural networks for uncertainty quantification in photoacoustic imaging / Jan-Hinrich Nölke, Tim Adler, Janek Gröhl, Thomas Kirchner, Lynton Ardizzone, Carsten Rother, Ullric… , 2021. - 6 S.
In: Bildverarbeitung für die Medizin 2021. (2021), Seite 330-335
Ardizzone, Lynton: Conditional invertible neural networks for diverse image-to-image translation / Lynton Ardizzone, Jakob Kruse, Carsten Lüth, Niels Bracher, Carsten Rother, Ullrich Köthe, 5 May 2021. - 15 S.
In: Arxiv. (2021), Artikel-ID 2105.02104, Seite 1-15
DOI: 10.48550/arXiv.2105.02104
Radev, Stefan: OutbreakFlow : model-based Bayesian inference of disease outbreak dynamics with invertible neural networks and its application to the COVID-19 pandemics in Germany / Stefan T. Radev, Frederik Graw, Simiao Chen, Nico T. Mutters, Vanessa M. Eichel, Till Bärnighausen, … , October 25, 2021. - 26 S.
In: PLoS Computational Biology, ISSN 1553-7358. 17(2021), 10, Artikel-ID e1009472, Seite 1-26
DOI: 10.1371/journal.pcbi.1009472
Wolf, Steffen: The mutex Watershed and its objective : efficient, parameter-free graph partitioning / Steffen Wolf, Alberto Bailoni, Constantin Pape, Nasim Rahaman, Anna Kreshuk, Ullrich Köthe, and Fred… , 2021. - 15 S.
In: IEEE transactions on pattern analysis and machine intelligence, ISSN 1939-3539. 43(2021), 10, Seite 3724-3738
DOI: 10.1109/TPAMI.2020.2980827
Bieringer, Sebastian: Measuring QCD splittings with invertible networks / Sebastian Bieringer, Anja Butter, Theo Heimel, Stefan Höche, Ullrich Köthe, Tilman Plehn and Stefan … , 02-06-2021. - 22 S.
In: SciPost physics, ISSN 2542-4653. 10(2021), 6, Artikel-ID 126, Seite 1-22
DOI: 10.21468/SciPostPhys.10.6.126
Kleesiek, Jens Philipp: Discovering digital tumor signatures-using latent code representations to manipulate and classify liver lesions / Jens Kleesiek, Benedikt Kersjes, Kai Ueltzhöffer, Jacob M. Murray, Carsten Rother, Ullrich Köthe and… , 22 June 2021. - 13 S.
In: Cancers, ISSN 2072-6694. 13(2021), 13, Artikel-ID 3108, Seite 1-13
DOI: 10.3390/cancers13133108
Ksoll, Victor F.: Measuring young stars in space and time : I. the photometric catalog and extinction properties of N44 / Victor F. Ksoll, Dimitrios Gouliermis, Elena Sabbi, Jenna E. Ryon, Massimo Robberto, Mario Gennaro, … , 2021 May 7. - 21 S.
In: The astronomical journal, ISSN 1538-3881. 161(2021), 6, Artikel-ID 256, Seite 1-21
DOI: 10.3847/1538-3881/abee8b
Ksoll, Victor F.: Measuring young stars in space and time : II. the pre-main-sequence stellar content of N44 / Victor F. Ksoll, Dimitrios Gouliermis, Elena Sabbi, Jenna E. Ryon, Massimo Robberto, Mario Gennaro, … , 2021 May 7. - 25 S.
In: The astronomical journal, ISSN 1538-3881. 161(2021), 6, Artikel-ID 257, Seite 1-25
DOI: 10.3847/1538-3881/abee8c
Mackowiak, Radek: Generative classifiers as a basis for trustworthy image classification / Radek Mackowiak, Lynton Ardizzone, Ullrich Köthe, Carsten Rother, 2 Dec 2020. - 28 S.
In: De.arxiv.org. (2020), Artikel-ID 2007.15036, Seite 1-28
DOI: 10.48550/arXiv.2007.15036
Sorrenson, Peter: Disentanglement by nonlinear ICA with General Incompressible-flow Networks (GIN) / Peter Sorrenson, Carsten Rother, Ullrich Köthe, 14 Jan 2020. - 23 S.
In: Arxiv. (2020), Artikel-ID 2001.04872, Seite 1-23
DOI: 10.48550/arXiv.2001.04872
Bellagente, Marco: Invertible networks or partons to detector and back again / Marco Bellagente, Anja Butter, Gregor Kasieczka, Tilman Plehn, Armand Rousselot, Ramon Winterhalder,… , 18-11-2020. - 24 S.
In: SciPost physics, ISSN 2542-4653. 9(2020), 5, Artikel-ID 074, Seite 1-24
DOI: 10.21468/SciPostPhys.9.5.074
Ksoll, Victor F.: Stellar parameter determination from photometry using invertible neural networks / Victor F. Ksoll, Lynton Ardizzone, Ralf Klessen, Ullrich Koethe, Elena Sabbi, Massimo Robberto, Dimi… , 05 November 2020. - 39 S.
In: Monthly notices of the Royal Astronomical Society, ISSN 1365-2966. 499(2020), 4, Seite 5447-5485
DOI: 10.1093/mnras/staa2931
Köthe, Ullrich: Tiefe Netze : von Maschinen lernen / Ullrich Köthe, 2020-07-22. - 10 S.
In: Ruperto Carola, ISSN 0035-998X. 16(2020), Seite 76-85
DOI: 10.17885/heiup.ruca.2020.16.24192
Radev, Stefan: Towards end‐to‐end likelihood‐free inference with convolutional neural networks / Stefan T. Radev, Ulf K. Mertens, Andreas Voss and Ullrich Köthe, 2020. - 21 S.
In: The British journal of mathematical and statistical psychology, ISSN 2044-8317. 73(2020), 1, Seite 23-43
DOI: 10.1111/bmsp.12159
Ardizzone, Lynton: Guided image generation with conditional invertible neural networks / Lynton Ardizzone, Carsten Lüth, Jakob Kruse, Carsten Rother, Ullrich Köthe, 10 Jul 2019. - 11 S.
In: Arxiv. (2019), Artikel-ID 1907.02392, Seite 1-11
DOI: 10.48550/arXiv.1907.02392
Berg, Stuart: ilastik : interactive machine learning for (bio)image analysis / Stuart Berg, Dominik Kutra, Thorben Kroeger, Christoph N. Straehle, Bernhard X. Kausler, Carsten Hau… . -
London, New York: Nature Publishing Group, 2019. - 1 Online-Ressource (9 Seiten)
DOI: 10.1038/s41592-019-0582-9
Kleesiek, Jens Philipp: Can virtual contrast enhancement in brain MRI replace gadolinium? : a feasibility study / Jens Kleesiek, Jan Nikolas Morshuis, Fabian Isensee, Katerina Deike-Hofmann, Daniel Paech, Philipp K… , July 1, 2019. - 8 S.
In: Investigative radiology, ISSN 1536-0210. 54(2019), 10, Seite 653-660
DOI: 10.1097/RLI.0000000000000583
Berg, Stuart: ilastik : interactive machine learning for (bio)image analysis / Stuart Berg, Dominik Kutra, Thorben Kroeger, Christoph N. Straehle, Bernhard X. Kausler, Carsten Hau… , 30 September 2019. - 7 S.
In: Nature methods, ISSN 1548-7105. 16(2019), 12, Seite 1226-1232
DOI: 10.1038/s41592-019-0582-9
Adler, Tim: Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks / Tim J. Adler, Lynton Ardizzone, Anant Vemuri, Leonardo Ayala, Janek Gröhl, Thomas Kirchner, Sebastia… , 22 March 2019. - 11 S.
In: International journal of computer-assisted language learning and teaching, ISSN 2155-7101. 14(2019), 6, Seite 997-1007
DOI: 10.1007/s11548-019-01939-9
Ardizzone, Lynton: Analyzing inverse problems with invertible neural networks / Lynton Ardizzone, Jakob Kruse, Sebastian Wirkert, Daniel Rahner, Eric W. Pellegrini, Ralf S. Klessen… , 2018. - 20 S.
In: Arxiv. (2018), Artikel-ID 1808.04730, Seite 1-20
DOI: 10.48550/arXiv.1808.04730
Krasowski, Nikola Enrico: Neuron segmentation with high-level biological priors / N. E. Krasowski, T. Beier, G. W. Knott, U. Köthe, F. A. Hamprecht, and A. Kreshuk, 2018. - 11 S.
In: IEEE transactions on medical imaging, ISSN 1558-254X. 37(2018), 4, Seite 829-839
DOI: 10.1109/TMI.2017.2712360
Beier, Thorsten: Multicut brings automated neurite segmentation closer to human performance / Thorsten Beier, Constantin Pape, Nasim Rahaman, Timo Prange, Stuart Berg, Davi D Bock, Albert Cardon… . - 2 S.
In: Nature methods, ISSN 1548-7105. 14(2017), 2, S. 101-102
DOI: 10.1038/nmeth.4151
Götz, Michael: DALSA : domain adaptation for supervised learning from sparsely annotated MR images / Michael Goetz, Christian Weber, Franciszek Binczyk, Joanna Polanska, Rafal Tarnawski, Barbara Bobek-… , Jan. 2016. - 13 S.
In: IEEE transactions on medical imaging, ISSN 1558-254X. 35(2016), 1, Seite 184-196
DOI: 10.1109/TMI.2015.2463078
Haubold, Carsten: Segmenting and tracking multiple dividing targets using ilastik / Carsten Haubold, Martin Schiegg, Anna Kreshuk, Stuart Berg, Ullrich Koethe, Fred A. Hamprecht, 21 May 2016. - 11 S.
In: Focus on bio-image informatics. (2016), Seite 219-229
DOI: 10.1007/978-3-319-28549-8_8
Kleesiek, Jens Philipp: Virtual raters for reproducible and objective assessments in radiology / Jens Kleesiek, Jens Petersen, Markus Döring, Klaus Maier-Hein, Ullrich Köthe, Wolfgang Wick, Fred A.… , 22 April 2016. - 11 S. : Illustrationen
In: Scientific reports, ISSN 2045-2322. 6(2016) Artikel-Nummer 25007, 11 Seiten
DOI: 10.1038/srep25007
Kreshuk, Anna: Automated tracing of myelinated axons and detection of the nodes of Ranvier in serial images of peripheral nerves / A. Kreshuk, R. Walecki, U. Koethe, M. Gierthmuehlen, D. Plachta, C. Genoud, K. Haastert-Talini, F.A.… . - 12 S.
In: Journal of microscopy, ISSN 1365-2818. 259(2015), 2, S. 143-154
DOI: 10.1111/jmi.12266
Kreshuk, Anna: Automated detection of synapses in serial section transmission electron microscopy image stacks / Anna Kreshuk, Ullrich Koethe, Elizabeth Pax, Davi D. Bock, Fred A. Hamprecht, February 6, 2014. - 11 S.
In: PLOS ONE, ISSN 1932-6203. 9(2014,2) Artikel-Nummer e87351, 11 Seiten
DOI: 10.1371/journal.pone.0087351
Köthe, Ullrich: SimpleSTORM : a fast, self-calibrating reconstruction algorithm for localization microscopy / Ullrich Köthe, Frank Herrmannsdörfer, Ilia Kats, Fred A. Hamprecht, 11 April 2014. - 15 S.
In: Histochemistry and cell biology, ISSN 1432-119X. 141(2014), 6, Seite 613-627
DOI: 10.1007/s00418-014-1211-4
Schiegg, Martin: Graphical model for joint segmentation and tracking of multiple dividing cells / Martin Schiegg, Philipp Hanslovsky, Carsten Haubold, Ullrich Koethe, Lars Hufnagel and Fred A. Hampr… , 2015. - 9 S.
In: Bioinformatics, ISSN 1367-4811. 31(2015), 6, Seite 948-956
DOI: 10.1093/bioinformatics/btu764
Hanselmann, Michael: Active learning for convenient annotation and classification of secondary ion mass spectrometry images / Michael Hanselmann, Jens Röder, Ullrich Köthe, Bernhard Y. Renard, Ron M.A. Heeren, and Fred A. Hamp… , 2013. - 9 S.
In: Analytical chemistry, ISSN 1520-6882. 85(2013), 1, Seite 147-155
DOI: 10.1021/ac3023313
Flood, Colin: Using an n-zone TDI camera for acquisition of multiple images with different illuminations in a single scan / Colin Flood ; Ullrich Köthe ; Ralf Zink. -
Heidelberg: Universitätsbibliothek Heidelberg, 2013. - Online-Ressource (7 S.)
Andres, Björn: 3D segmentation of SBFSEM images of neuropil by a graphical model over supervoxel boundaries / Bjoern Andres, Ullrich Koethe, Thorben Kroeger, Moritz Helmstaedter, Kevin L. Briggman, Winfried Den… , 2012. - 10 S.
In: Medical image analysis, ISSN 1361-8423. 16(2012), 4, Seite 796-805
DOI: 10.1016/j.media.2011.11.004
Kausler, Bernhard: A discrete chain graph model for 3d+t cell tracking with high misdetection robustness / Bernhard X. Kausler, Martin Schiegg, Bjoern Andres, Martin Lindner, Ullrich Koethe, Heike Leitte, Jo… , 2012. - 14 S.
In: Computer Vision - ECCV 2012. (2012), Seite 144-157
DOI: 10.1007/978-3-642-33712-3_11
Voss, Björn Magnus: SIMA : simultaneous multiple alignment of LC/MS peak lists / Björn Voss, Michael Hanselmann, Bernhard Y. Renard, Martin S. Lindner, Ullrich Köthe, Marc Kirchner … , 03 February 2011. - 7 S.
In: Bioinformatics, ISSN 1367-4811. 27(2011), 7 vom: 1. Apr., Seite 987-993
DOI: 10.1093/bioinformatics/btr051
Kreshuk, Anna: Automated detection and segmentation of synaptic contacts in nearly isotropic serial electron microscopy images / Anna Kreshuk, Christoph N. Straehle, Christoph Sommer, Ullrich Koethe, Marco Cantoni, Graham Knott, … , October 21, 2011. - 8 S.
In: PLOS ONE, ISSN 1932-6203. 6(2011), 10, Artikel-ID e24899, Seite 1-8
DOI: 10.1371/journal.pone.0024899
Lou, Xinghua: Deuteration distribution estimation with improved sequence coverage for HX/MS experiments / Xinghua Lou, Marc Kirchner, Bernhard Y. Renard, Ullrich Köthe, Sebastian Boppel, Christian Graf, Chu… , May 3, 2010. - 7 S.
In: Bioinformatics, ISSN 1367-4811. 26(2010), 12, Seite 1535-1541
DOI: 10.1093/bioinformatics/btq165
Kirchner, Marc: Computational protein profile similarity screening for quantitative mass spectrometry experiments / Marc Kirchner, Bernhard Y. Renard, Ullrich Köthe, Darryl J. Pappin, Fred A. Hamprecht, Hanno Steen a… , 2010. - 7 S.
In: Bioinformatics, ISSN 1367-4811. 26(2010), 1 vom: Jan., Seite 77-83
DOI: 10.1093/bioinformatics/btp607

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