TY - CHAP A1 - Neumeier, Marion A1 - Dorn, Sebastian A1 - Botsch, Michael A1 - Utschick, Wolfgang T1 - Prediction and Interpretation of Vehicle Trajectories in the Graph Spectral Domain T2 - 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC) KW - deep learning KW - filtering KW - statistical learning KW - trajectory KW - spatiotemporal phenomena Y1 - 2023 SN - 979-8-3503-9946-2 U6 - https://doi.org/10.1109/ITSC57777.2023.10422530 SN - 2153-0017 SP - 1172 EP - 1179 ER - TY - CHAP A1 - Tang, Yunlei A1 - Dorn, Sebastian A1 - Savani, Chiragkumar ED - Akata, Zeynep ED - Geiger, Andreas ED - Sattler, Torsten T1 - Center3D: Center-Based Monocular 3D Object Detection with Joint Depth Understanding T2 - Pattern Recognition : 42nd DAGM German Conference, DAGM GCPR 2020 Y1 - 2021 SN - 9783030712778 U6 - https://doi.org/10.1007/978-3-030-71278-5_21 SN - 0302-9743 IS - (Lecture Notes in Computer Science;12544) SP - 289 EP - 302 PB - Springer CY - Cham ER - TY - INPR A1 - Geyer, Jakob A1 - Kassahun, Yohannes A1 - Mahmudi, Mentar A1 - Ricou, Xavier A1 - Durgesh, Rupesh A1 - Chung, Andrew S. A1 - Hauswald, Lorenz A1 - Pham, Viet Hoang A1 - Mühlegg, Maximilian A1 - Dorn, Sebastian A1 - Fernandez, Tiffany A1 - Jänicke, Martin A1 - Mirashi, Sudesh A1 - Savani, Chiragkumar A1 - Sturm, Martin A1 - Vorobiov, Oleksandr A1 - Oelker, Martin A1 - Garreis, Sebastian A1 - Schuberth, Peter T1 - A2D2: Audi Autonomous Driving Dataset KW - computer vision KW - pattern recognition KW - machine learning KW - image processing KW - video processing Y1 - 2020 U6 - https://doi.org/10.48550/arXiv.2004.06320 ER - TY - INPR A1 - Tang, Yunlei A1 - Dorn, Sebastian A1 - Savani, Chiragkumar T1 - Center3D: Center-Based Monocular 3D Object Detection with Joint Depth Understanding KW - computer vision KW - pattern recognition KW - machine learning Y1 - 2020 U6 - https://doi.org/10.48550/arXiv.2005.13423 N1 - arXiv.org - Non-exclusive license to distribute (https://arxiv.org/licenses/nonexclusive-distrib/1.0) PB - arxiv.org ER - TY - CHAP A1 - Joppich, Philipp A1 - Dorn, Sebastian A1 - De Candido, Oliver A1 - Knollmüller, Jakob A1 - Utschick, Wolfgang T1 - Classification and Uncertainty Quantification of Corrupted Data Using Supervised Autoencoders T2 - Physical Sciences Forum KW - Bayesian inference KW - machine learning KW - inverse problems KW - reconstruction problems KW - uncertainty quantification Y1 - 2022 U6 - https://doi.org/10.3390/psf2022005012 SN - 2673-9984 VL - 5 IS - 2022,1 PB - MDPI ER - TY - CHAP A1 - Enßlin, Torsten A. A1 - Oppermann, Niels A1 - Dorn, Sebastian A1 - Böhm, Vanessa T1 - Harvesting CMB Information via Field Theory [Abstract] Y1 - 2015 UR - https://ui.adsabs.harvard.edu/abs/2015IAUGA..2225935E/abstract N1 - bibliographic data provided by the SAO/NASA Astrophysics Data System ER - TY - THES A1 - Dorn, Sebastian T1 - Non-Gaussianities of the Cosmic Microwave Background Anisotropies Y1 - 2013 UR - https://hdl.handle.net/11858/00-001M-0000-0015-3C52-7 N1 - Masterarbeit, Technische Universität München, München ER - TY - JOUR A1 - Dorn, Sebastian A1 - Ramirez, Erandy A1 - Kunze, Kerstin E. A1 - Hofmann, Stefan A1 - Enßlin, Torsten A. T1 - Generic Inference of Inflation Models by Local Non-Gaussianity JF - Proceedings of the International Astronomical Union KW - cosmology KW - cosmic microwave background Y1 - 2014 U6 - https://doi.org/10.1017/S1743921314010667 SN - 1743-9213 VL - 10 IS - S306 SP - 51 EP - 53 PB - Cambridge University Press CY - Cambridge ER - TY - JOUR A1 - Dorn, Sebastian A1 - Oppermann, Niels A1 - Enßlin, Torsten A. T1 - Diagnostics for Insufficiencies of Posterior Calculations in Bayesian Signal Inference JF - Physical Review E Y1 - 2013 U6 - https://doi.org/10.1103/PhysRevE.88.053303 SN - 2470-0053 VL - 88 IS - 5 PB - American Physical Society (APS) ER - TY - INPR A1 - Dorn, Sebastian A1 - Oppermann, Niels A1 - Khatri, Rishi A1 - Selig, Marco A1 - Enßlin, Torsten A. T1 - Fast and Precise Way to Calculate the Posterior for the Local Non-Gaussianity Parameter fnl from Cosmic Microwave Background Observations KW - astrophysics Y1 - 2013 UR - https://www.researchgate.net/profile/Sebastian-Dorn-4/publication/249316438_A_fast_and_precise_way_to_calculate_the_posterior_for_the_local_non-Gaussianity_parameter_f_nl_from_Cosmic_Microwave_Background_observations/links/546ca08c0cf2a3ccd71599db/A-fast-and-precise-way-to-calculate-the-posterior-for-the-local-non-Gaussianity-parameter-f-nl-from-Cosmic-Microwave-Background-observations.pdf U6 - https://doi.org/10.48550/arXiv.1307.3884 PB - arxiv.org ER -