@article{UBHD-68378335, author={Abu Alhaija, Hassan and Mustikovela, Siva Karthik and Mescheder, Lars Morton and Geiger, Andreas and Rother, Carsten}, title={Augmented reality meets computer vision}, subtitle={efficient data generation for urban driving scenes}, year={2018}, pages={961-972}, language={eng}, issn={1573-1405}, volume={126}, number={9}, note={Gesehen am 03.04.2019}, journal={International journal of computer vision}, doi={10.1007/s11263-018-1070-x}, } @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={11 S.}, language={eng}, issn={2155-7101}, volume={14}, 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={20 S.}, language={eng}, note={Identifizierung der Ressource nach: 6 Feb 2019 ; Gesehen am 26.07.2022}, booktitle={De.arxiv.org}, 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={15 S.}, language={eng}, note={Gesehen am 28.09.2022}, booktitle={De.arxiv.org}, 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={11 S.}, language={eng}, note={Gesehen am 19.07.2022}, booktitle={De.arxiv.org}, 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-68584014, author={Arnab, Anurag and Zheng, Shuai and Jayasumana, Sadeep and Romera-Paredes, Bernardino and Larsson, Måns and Kirillov, Alexander and Savchynskyy, Bogdan and Rother, Carsten and Kahl, Fredrik and Torr, Philip H.S.}, title={Conditional random fields meet deep neural networks for semantic segmentation}, subtitle={combining probabilistic graphical models with deep learning for structured prediction}, year={2018}, pages={37-52}, language={eng}, issn={1558-0792}, volume={35}, number={1}, note={Gesehen am 04.06.2020}, journal={IEEE signal processing magazine}, doi={10.1109/MSP.2017.2762355}, } @incollection{UBHD-68637094, author={Brachmann, Eric and Krull, Alexander and Nowozin, Sebastian and Shotton, Jamie and Michel, Frank and Gumhold, Stefan and Rother, Carsten}, title={DSAC - differentiable RANSAC for camera localization}, year={2018}, pages={11 S.}, language={eng}, note={Gesehen am 14.09.2020}, booktitle={De.arxiv.org}, } @incollection{UBHD-68637108, author={Brachmann, Eric and Rother, Carsten}, title={Expert Sample Consensus applied to camera re-localization}, year={2019}, pages={13 S.}, language={eng}, note={Gesehen am 14.09.2020}, booktitle={De.arxiv.org}, } @incollection{UBHD-68637098, author={Brachmann, Eric and Krull, Alexander and Michel, Frank and Gumhold, Stefan and Shotton, Jamie and Rother, Carsten}, title={Learning 6D object pose estimation using 3D object coordinates}, year={2014}, pages={536-551}, language={eng}, isbn={978-3-319-10605-2}, note={Gesehen am 14.09.2020}, booktitle={Computer Vision - ECCV 2014}, editor={Fleet, David J. and Pajdla, Tomáš and Schiele, Bernt and Tuytelaars, Tinne}, doi={10.1007/978-3-319-10605-2_35}, } @incollection{UBHD-68637139, author={Brachmann, Eric and Rother, Carsten}, title={Learning less is more}, subtitle={6D camera localization via 3D surface regression}, year={2018}, pages={11 S.}, language={eng}, note={Gesehen am 14.09.2020}, booktitle={De.arxiv.org}, } @incollection{UBHD-68637105, author={Brachmann, Eric and Rother, Carsten}, title={Neural-Guided RANSAC}, subtitle={learning where to sample model hypotheses}, year={2019}, pages={17 S.}, language={eng}, note={Gesehen am 14.09.2020}, booktitle={De.arxiv.org}, } @article{UBHD-68974879, author={Brachmann, Eric and Rother, Carsten}, title={Visual camera re-localization from RGB and RGB-D images using DSAC}, year={2022}, pages={5847-5865}, language={eng}, issn={1939-3539}, volume={44}, number={9}, note={Gesehen am 17.10.2022}, journal={IEEE transactions on pattern analysis and machine intelligence}, doi={10.1109/TPAMI.2021.3070754}, } @incollection{UBHD-68637046, author={Brachmann, Eric and Rother, Carsten}, title={Visual camera re-localization from RGB and RGB-D images using DSAC}, year={2020}, pages={18 S.}, language={eng}, note={Gesehen am 14.09.2020}, booktitle={De.arxiv.org}, } @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={De.arxiv.org}, } @article{UBHD-68798424, author={Kamann, Christoph and Rother, Carsten}, title={Benchmarking the robustness of semantic segmentation models with respect to common corruptions}, year={2021}, pages={462-483}, language={eng}, issn={1573-1405}, volume={129}, number={2}, note={Published online: 30 September 2020 ; Gesehen am 09.11.2021}, journal={International journal of computer vision}, doi={10.1007/s11263-020-01383-2}, url={https://doi.org/10.1007/s11263-020-01383-2}, library={UB}, } @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-68571336, author={Krull, Alexander and Hirsch, P. and Rother, Carsten and Schiffrin, A. and Krull, C.}, title={Artificial-intelligence-driven scanning probe microscopy}, year={2020}, pages={1-8}, language={eng}, issn={2399-3650}, volume={3}, number={Artikel-ID 54}, note={Gesehen am 28.04.2020}, journal={Communications Physics}, doi={10.1038/s42005-020-0317-3}, } @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}, } @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}, } @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}, } @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={De.arxiv.org}, doi={10.48550/arXiv.2001.04872}, }