@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}, } @article{UBHD-68258235, author={Andres, Bj{\"o}rn and K{\"o}the, Ullrich and Kr{\"o}ger, Thorben and Denk, Winfried and Hamprecht, Fred}, title={3D segmentation of SBFSEM images of neuropil by a graphical model over supervoxel boundaries}, year={2012}, pages={796-805}, language={eng}, issn={1361-8423}, volume={16}, number={4}, note={Available online 19 December 2011 ; Gesehen am 06.06.2018}, journal={Medical image analysis}, doi={10.1016/j.media.2011.11.004}, } @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}, } @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}, } @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-68112394, author={Beier, Thorsten and Pape, Constantin and Rahaman, Nasim and Prange, Timo and K{\"o}the, Ullrich and Kreshuk, Anna and Hamprecht, Fred}, title={Multicut brings automated neurite segmentation closer to human performance}, year={2017}, pages={101-102}, language={eng}, issn={1548-7105}, volume={14}, number={2}, note={Gesehen am 24.04.2017}, journal={Nature methods}, doi={10.1038/nmeth.4151}, } @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}, } @book{UBHD-68579261, author={Berg, Stuart and Kutra, Dominik and Kr{\"o}ger, Thorben and Straehle, Christoph-Nikolas and Kausler, Bernhard and Haubold, Carsten and Schiegg, Martin and Aleš, Janez and Beier, Thorsten and Rudy, Markus and Eren, Kemal and Cervantes, Jaime I and Xu, Buote and Beuttenmueller, Fynn and Wolny, Adrian and Zhang, Chong and K{\"o}the, Ullrich and Hamprecht, Fred and Kreshuk, Anna}, title={ilastik}, subtitle={interactive machine learning for (bio)image analysis}, publisher={Nature Publishing Group}, address={London, New York}, year={2019}, pages={1 Online-Ressource (9 Seiten)}, language={eng}, note={In: Nature Methods, 2019 (September 2019), Nr. 16. pp. 1-9. ISSN 1548-7105 (Online-Ausg.), 1548-7091 (Druck-Ausg.)}, doi={10.1038/s41592-019-0582-9}, keywords={Deep Learning / Mikroskopie / Maschinelles Lernen / Bildanalyse / Software}, url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-282831}, library={UB}, } @article{UBHD-68470484, author={Berg, Stuart and Kutra, Dominik and Kr{\"o}ger, Thorben and Straehle, Christoph-Nikolas and Kausler, Bernhard and Haubold, Carsten and Schiegg, Martin and Aleš, Janez and Beier, Thorsten and Rudy, Markus and Eren, Kemal and Cervantes, Jaime I. and Xu, Buote and Beuttenmueller, Fynn and Wolny, Adrian and Zhang, Chong and K{\"o}the, Ullrich and Hamprecht, Fred and Kreshuk, Anna}, title={ilastik}, subtitle={interactive machine learning for (bio)image analysis}, year={2019}, pages={1226-1232}, language={eng}, issn={1548-7105}, volume={16}, number={12}, note={Gesehen am 23.12.2019}, journal={Nature methods}, doi={10.1038/s41592-019-0582-9}, } @article{UBHD-68785042, author={Bieringer, Sebastian and Butter, Anja and Heimel, Theo and K{\"o}the, Ullrich and Plehn, Tilman and Radev, Stefan}, title={Measuring QCD splittings with invertible networks}, year={2021}, pages={1-22}, language={eng}, issn={2542-4653}, volume={10}, note={Gesehen am 30.09.2021}, journal={SciPost physics}, doi={10.21468/SciPostPhys.10.6.126}, } @article{UBHD-68913933, author={Bister, Teresa and Erdmann, Martin and K{\"o}the, Ullrich and Schulte, Josina}, title={Inference of cosmic-ray source properties by conditional invertible neural networks}, year={2022}, pages={1-10}, language={eng}, issn={1434-6052}, volume={82}, number={Artikel-ID 171}, note={Gesehen am 03.05.2022}, journal={The European physical journal}, doi={10.1140/epjc/s10052-022-10138-x}, } @incollection{UBHD-69268378, author={Draxler, Felix and Schwarz, Jonathan and Schn{\"o}rr, Christoph and K{\"o}the, Ullrich}, title={Characterizing the role of a single coupling layer in affine normalizing flows}, year={2021}, pages={1-14}, language={eng}, isbn={9783030712778}, booktitle={Pattern recognition}, editor={Akata, Zeynep and Geiger, Andreas and Sattler, Torsten}, } @incollection{UBHD-69268389, author={Draxler, Felix and Schn{\"o}rr, Christoph and K{\"o}the, Ullrich}, title={Whitening convergence rate of coupling-based normalizing flows}, year={2023}, pages={37241-37253}, language={eng}, journal={NeurIPS (36. : 2022 : New Orleans, La.; Online)36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 48 of 50}, editor={Koyejo, Sanmi}, } @book{UBHD-67446187, author={Flood, Colin and K{\"o}the, Ullrich and Zink, Ralf}, title={Using an n-zone TDI camera for acquisition of multiple images with different illuminations in a single scan}, publisher={Universit{\"a}tsbibliothek Heidelberg}, address={Heidelberg}, year={2013}, pages={Online-Ressource (7 S.)}, language={eng}, note={Wissenschaftl. Aufsatz}, url={http://archiv.ub.uni-heidelberg.de/volltextserver/15209/}, library={UB}, } @article{UBHD-68591379, author={G{\"o}tz, Michael and Weber, Christian and Binczyk, Franciszek and Polanska, Joanna and Tarnawski, Rafal and Bobek-Billewicz, Barbara and K{\"o}the, Ullrich and Kleesiek, Jens Philipp and Stieltjes, Bram and Maier-Hein, Klaus H.}, title={DALSA}, subtitle={domain adaptation for supervised learning from sparsely annotated MR images}, year={2016}, pages={184-196}, language={eng}, issn={1558-254X}, volume={35}, number={1}, note={Gesehen am 25.06.2020}, journal={IEEE transactions on medical imaging}, doi={10.1109/TMI.2015.2463078}, } @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-68288267, author={Hanselmann, Michael and R{\"o}der, Jens and K{\"o}the, Ullrich and Hamprecht, Fred}, title={Active learning for convenient annotation and classification of secondary ion mass spectrometry images}, year={2013}, pages={147-155}, language={eng}, issn={1520-6882}, volume={85}, number={1}, note={Publication date: November 16, 2012 ; Gesehen am 24.07.2018}, journal={Analytical chemistry}, doi={10.1021/ac3023313}, } @incollection{UBHD-68583240, author={Haubold, Carsten and Schiegg, Martin and Kreshuk, Anna and Berg, Stuart and K{\"o}the, Ullrich and Hamprecht, Fred}, title={Segmenting and tracking multiple dividing targets using ilastik}, year={2016}, pages={219-229}, language={eng}, isbn={978-3-319-28549-8}, note={Gesehen am 03.06.2020}, booktitle={Focus on bio-image informatics}, doi={10.1007/978-3-319-28549-8_8}, } @article{UBHD-69146031, author={Kang, Da Eun and Klessen, Ralf S. and Ksoll, Victor F. and Ardizzone, Lynton and K{\"o}the, Ullrich and Glover, Simon}, title={Noise-Net}, subtitle={determining physical properties of H ii regions reflecting observational uncertainties}, year={2023}, pages={4981-5001}, language={eng}, issn={1365-2966}, volume={520}, number={4 vom: Apr.}, note={Gesehen am 24.11.2023}, journal={Monthly notices of the Royal Astronomical Society}, doi={10.1093/mnras/stad072}, } @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}, } @incollection{UBHD-67852231, author={Kausler, Bernhard and Schiegg, Martin and Andres, Bj{\"o}rn and K{\"o}the, Ullrich and Leitte, Heike and Wittbrodt, Joachim and Hamprecht, Fred}, title={A discrete chain graph model for 3d+t cell tracking with high misdetection robustness}, year={2012}, pages={144-157}, language={eng}, isbn={9783642337123}, note={Gesehen am 29.07.2015}, booktitle={Computer Vision - ECCV 2012}, doi={10.1007/978-3-642-33712-3_11}, } @article{UBHD-69051484, author={Kirchner, Marc and Renard, Bernhard Y. and K{\"o}the, Ullrich and Pappin, Darryl J. and Hamprecht, Fred and Steen, Hanno and Steen, Judith A. J.}, title={Computational protein profile similarity screening for quantitative mass spectrometry experiments}, year={2010}, pages={77-83}, language={eng}, issn={1367-4811 and 1460-2059}, volume={26}, number={1 vom: Jan.}, note={Online ver{\"o}ffentlicht am 27. Oktober 2009 ; Gesehen am 14.03.2023}, journal={Bioinformatics}, doi={10.1093/bioinformatics/btp607}, } @article{UBHD-68479354, author={Kleesiek, Jens Philipp and Deike-Hofmann, Katerina and Paech, Daniel and Vollmuth, Philipp and K{\"o}the, Ullrich and Rother, Carsten and Wick, Wolfgang and Bendszus, Martin and Schlemmer, Heinz-Peter and Radbruch, Alexander}, title={Can virtual contrast enhancement in brain MRI replace gadolinium?}, subtitle={a feasibility study}, year={2019}, pages={653-660}, language={eng}, issn={1536-0210}, volume={54}, number={10}, note={Gesehen am 22.01.2020}, journal={Investigative radiology}, doi={10.1097/RLI.0000000000000583}, } @article{UBHD-68777662, author={Kleesiek, Jens Philipp and Kersjes, Benedikt and Ueltzh{\"o}ffer, Kai and Murray, Jacob and Rother, Carsten and K{\"o}the, Ullrich and Schlemmer, Heinz-Peter}, title={Discovering digital tumor signatures-using latent code representations to manipulate and classify liver lesions}, year={2021}, pages={1-13}, language={eng}, issn={2072-6694}, volume={13}, note={Gesehen am 08.09.2021}, journal={Cancers}, doi={10.3390/cancers13133108}, } @article{UBHD-68576369, author={Kleesiek, Jens Philipp and Petersen, Jens and D{\"o}ring, Markus and Maier-Hein, Klaus H. and K{\"o}the, Ullrich and Wick, Wolfgang and Hamprecht, Fred and Bendszus, Martin and Biller, Armin}, title={Virtual raters for reproducible and objective assessments in radiology}, year={2016}, pages={11 S.}, language={eng}, issn={2045-2322}, volume={6(2016) Artikel-Nummer 25007}, number={11 Seiten}, note={Gesehen am 13.05.2020}, journal={Scientific reports}, doi={10.1038/srep25007}, } @article{UBHD-69006946, author={K{\"o}the, Ullrich}, title={Mensch und Automat}, subtitle={die Rolle von Zufall und Determinismus}, year={2022}, pages={107-112}, language={ger}, issn={2196-2839}, volume={22}, number={2}, journal={Forum Marsilius-Kolleg}, doi={10.11588/fmk.2022.2.92716}, url={https://doi.org/10.11588/fmk.2022.2.92716}, library={UB}, } @article{UBHD-68629401, author={K{\"o}the, Ullrich and Herrmannsd{\"o}rfer, Frank and Kats, Ilia and Hamprecht, Fred}, title={SimpleSTORM}, subtitle={a fast, self-calibrating reconstruction algorithm for localization microscopy}, year={2014}, pages={613-627}, language={eng}, issn={1432-119X}, volume={141}, number={6}, note={Gesehen am 20.08.2020}, journal={Histochemistry and cell biology}, doi={10.1007/s00418-014-1211-4}, } @article{UBHD-68625971, author={K{\"o}the, Ullrich}, title={Tiefe Netze}, subtitle={von Maschinen lernen}, year={2020}, pages={76-85}, language={ger}, issn={0035-998X}, volume={16}, note={Gesehen am 10.08.2020}, journal={Ruperto Carola}, editor={Pfeiffer, Thomas}, doi={10.17885/heiup.ruca.2020.16.24192}, url={https://dx.doi.org/10.17885/heiup.ruca.2020.16.24192}, library={UB}, } @article{UBHD-68446675, author={Krasowski, Nikola Enrico and Beier, Thorsten and K{\"o}the, Ullrich and Hamprecht, Fred and Kreshuk, Anna}, title={Neuron segmentation with high-level biological priors}, year={2018}, pages={829-839}, language={eng}, issn={1558-254X}, volume={37}, number={4}, note={Publication: 06 June 2017 ; Gesehen am 28.10.2019}, journal={IEEE transactions on medical imaging}, doi={10.1109/TMI.2017.2712360}, } @article{UBHD-68939887, author={Kreshuk, Anna and Straehle, Christoph-Nikolas and Sommer, Christoph and K{\"o}the, Ullrich and Cantoni, Marco and Knott, Graham and Hamprecht, Fred}, title={Automated detection and segmentation of synaptic contacts in nearly isotropic serial electron microscopy images}, year={2011}, pages={1-8}, language={eng}, issn={1932-6203}, volume={6}, note={Gesehen am 11.07.2022}, journal={PLOS ONE}, doi={10.1371/journal.pone.0024899}, } @article{UBHD-68643568, author={Kreshuk, Anna and K{\"o}the, Ullrich and Pax, Elizabeth and Bock, Davi D. and Hamprecht, Fred}, title={Automated detection of synapses in serial section transmission electron microscopy image stacks}, year={2014}, pages={11 S.}, language={eng}, issn={1932-6203}, volume={9(2014}, note={Gesehen am 06.10.2020}, journal={PLOS ONE}, doi={10.1371/journal.pone.0087351}, } @article{UBHD-68087522, author={Kreshuk, Anna and Walecki, Robert and K{\"o}the, Ullrich and Hamprecht, Fred}, title={Automated tracing of myelinated axons and detection of the nodes of Ranvier in serial images of peripheral nerves}, year={2015}, pages={143-154}, language={eng}, issn={1365-2818}, volume={259}, number={2}, note={Gesehen am 21.02.2017}, journal={Journal of microscopy}, doi={10.1111/jmi.12266}, } @article{UBHD-68748753, author={Ksoll, Victor F. and Gouliermis, Dimitrios A. and Sabbi, Elena and Ryon, Jenna E. and Robberto, Massimo and Gennaro, Mario and Klessen, Ralf S. and K{\"o}the, Ullrich and De Marchi, Guido and Chen, C.-H. Rosie and Cignoni, Michele and Dolphin, Andrew E.}, title={Measuring young stars in space and time}, subtitle={ II. the pre-main-sequence stellar content of N44}, year={2021}, pages={1-25}, language={eng}, issn={1538-3881}, volume={161}, note={Gesehen am 15.06.2021}, journal={The astronomical journal}, doi={10.3847/1538-3881/abee8c}, } @article{UBHD-68748761, author={Ksoll, Victor F. and Gouliermis, Dimitrios A. and Sabbi, Elena and Ryon, Jenna E. and Robberto, Massimo and Gennaro, Mario and Klessen, Ralf S. and K{\"o}the, Ullrich and De Marchi, Guido and Chen, C.-H. Rosie and Cignoni, Michele and Dolphin, Andrew E.}, title={Measuring young stars in space and time}, subtitle={ I. the photometric catalog and extinction properties of N44}, year={2021}, pages={1-21}, language={eng}, issn={1538-3881}, volume={161}, note={Gesehen am 15.06.2021}, journal={The astronomical journal}, doi={10.3847/1538-3881/abee8b}, } @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}, } @article{UBHD-69287204, author={Lehmann, David Hermann and Gomes Botelho Quintas, Bruna and Vetter, Niklas and Braun, Olivia and Amr, Ali and Hilbel, Thomas and M{\"u}ller, Jens and K{\"o}the, Ullrich and Reich, Christoph and Kayvanpour, Elham and Sedaghat-Hamedani, Farbod and Meder, Manuela and Haas, Jan and Ashley, Euan and Rottbauer, Wolfgang and Felbel, Dominik and Bekeredjian, Raffi and Mahrholdt, Heiko and Keller, Andreas and Ong, Peter and Seitz, Andreas and Hund, Hauke and Geis, Nicolas and André, Florian and Engelhardt, Sandy and Katus, Hugo and Frey, Norbert and Heuveline, Vincent and Meder, Benjamin}, title={Prediction of diagnosis and diastolic filling pressure by AI-enhanced cardiac MRI}, subtitle={a modelling study of hospital data}, year={2024}, pages={e407-e417}, language={eng}, issn={2589-7500}, volume={6}, number={6}, note={Gesehen am 07.01.2025}, journal={The lancet}, doi={10.1016/S2589-7500(24)00063-3}, } @article{UBHD-69066413, author={Lou, Xinghua and Kirchner, Marc and Renard, Bernhard Y. and K{\"o}the, Ullrich and Boppel, Sebastian and Graf, Christian and Lee, Chung-Tien and Steen, Judith A. J. and Steen, Hanno and Mayer, Matthias P. and Hamprecht, Fred}, title={Deuteration distribution estimation with improved sequence coverage for HX/MS experiments}, year={2010}, pages={1535-1541}, language={eng}, issn={1367-4811}, volume={26}, number={12}, note={Gesehen am 18.04.2023}, journal={Bioinformatics}, doi={10.1093/bioinformatics/btq165}, } @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}, } @article{UBHD-68893156, author={Radev, Stefan and Graw, Frederik and Chen, Simiao and Mutters, Nico T. and Eichel, Vanessa and B{\"a}rnighausen, Till and K{\"o}the, Ullrich}, title={OutbreakFlow}, subtitle={model-based Bayesian inference of disease outbreak dynamics with invertible neural networks and its application to the COVID-19 pandemics in Germany}, year={2021}, pages={1-26}, language={eng}, issn={1553-7358}, volume={17}, note={Gesehen am 09.03.2022}, journal={PLoS Computational Biology}, doi={10.1371/journal.pcbi.1009472}, } @article{UBHD-68562422, author={Radev, Stefan and Mertens, Ulf K. and Voß, Andreas and K{\"o}the, Ullrich}, title={Towards end‐to‐end likelihood‐free inference with convolutional neural networks}, year={2020}, pages={23-43}, language={eng}, issn={2044-8317}, volume={73}, number={1}, note={First published: 22 February 2019 ; Gesehen am 07.04.2020}, journal={The British journal of mathematical and statistical psychology}, doi={10.1111/bmsp.12159}, } @article{UBHD-68590754, author={Schiegg, Martin and Hanslovsky, Philipp and Haubold, Carsten and K{\"o}the, Ullrich and Hufnagel, Lars and Hamprecht, Fred}, title={Graphical model for joint segmentation and tracking of multiple dividing cells}, year={2015}, pages={948-956}, language={eng}, issn={1367-4811 and 1460-2059}, volume={31}, number={6}, note={Published 17 November 2014 ; Gesehen am 24.06.2020}, journal={Bioinformatics}, doi={10.1093/bioinformatics/btu764}, } @article{UBHD-69145279, author={Schumacher, Lukas and B{\"u}rkner, Paul-Christian and Voß, Andreas and K{\"o}the, Ullrich and Radev, Stefan}, title={Neural superstatistics for Bayesian estimation of dynamic cognitive models}, year={2023}, pages={1-16}, language={eng}, issn={2045-2322}, volume={13}, number={Artikel-ID 13778}, note={Online ver{\"o}ffentlicht: 23. August 2023 ; Gesehen am 22.11.2023}, journal={Scientific reports}, doi={10.1038/s41598-023-40278-3}, } @incollection{UBHD-69268379, author={Schwarz, Jonathan and Draxler, Felix and K{\"o}the, Ullrich and Schn{\"o}rr, Christoph}, title={Riemannian SOS-polynomial normalizing flows}, year={2021}, pages={218-231}, language={eng}, isbn={9783030712778}, booktitle={Pattern recognition}, editor={Akata, Zeynep and Geiger, Andreas and Sattler, Torsten}, } @incollection{UBHD-68944096, author={Sorrenson, Peter and Rother, Carsten and K{\"o}the, Ullrich}, title={Disentanglement by nonlinear ICA with General Incompressible-flow Networks (GIN)}, year={2020}, pages={1-23}, language={eng}, note={Gesehen am 19.07.2022}, booktitle={Arxiv}, doi={10.48550/arXiv.2001.04872}, } @article{UBHD-68980930, author={Voss, Bj{\"o}rn Magnus and Hanselmann, Michael and Renard, Bernhard Y. and Lindner, Martin S. and K{\"o}the, Ullrich and Kirchner, Marc and Hamprecht, Fred}, title={SIMA}, subtitle={simultaneous multiple alignment of LC/MS peak lists}, year={2011}, pages={987-993}, language={eng}, issn={1367-4811 and 1460-2059}, volume={27}, number={7 vom: 1. Apr.}, note={Gesehen am 02.11.2022}, journal={Bioinformatics}, doi={10.1093/bioinformatics/btr051}, } @article{UBHD-69231536, author={Wider, Jonathan and Kruse, Jakob and Weitzel, Nils and B{\"u}hler, Janica C. and K{\"o}the, Ullrich and Rehfeld, Kira}, title={Towards learned emulation of interannual water isotopologue variations in General Circulation Models}, year={2023}, pages={1-19}, language={eng}, issn={2634-4602}, volume={2}, number={Artikel-ID e35}, note={Gesehen am 08.07.2024}, journal={Environmental data science}, doi={10.1017/eds.2023.29}, url={https://doi.org/10.1017/eds.2023.29}, library={UB}, } @article{UBHD-68793117, author={Wolf, Steffen and Bailoni, Alberto and Pape, Constantin and Rahaman, Nasim and Kreshuk, Anna and K{\"o}the, Ullrich and Hamprecht, Fred}, title={The mutex Watershed and its objective}, subtitle={efficient, parameter-free graph partitioning}, year={2021}, pages={3724-3738}, language={eng}, issn={1939-3539}, volume={43}, number={10}, note={Date of publication 16 Mar. 2020 ; Gesehen am 25.10.2021}, journal={IEEE transactions on pattern analysis and machine intelligence}, doi={10.1109/TPAMI.2020.2980827}, }