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 - 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 - CHAP A1 - Neumeier, Marion A1 - Dorn, Sebastian A1 - Botsch, Michael A1 - Utschick, Wolfgang T1 - Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models T2 - Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops KW - conditioned Vehicle Motion Diffusion (cVMD) KW - machine learning KW - trajectory prediction Y1 - 2024 UR - https://openaccess.thecvf.com/content/CVPR2024W/SAIAD/html/Neumeier_Reliable_Trajectory_Prediction_and_Uncertainty_Quantification_with_Conditioned_Diffusion_Models_CVPRW_2024_paper.html SN - 979-8-3503-6547-4 U6 - https://doi.org/10.1109/CVPRW63382.2024.00350 SN - 2160-7516 N1 - Except for the watermark, thecvf-version is identical to the accepted version; the final published version of the proceedings is available on IEEE Xplore. SP - 3461 EP - 3470 PB - Computer Vision Foundation ER - TY - CHAP A1 - Dorn, Sebastian T1 - Graph-Based Methods for Few-Body Systems [Präsentationsfolien] Y1 - 2025 UR - https://indico.ph.tum.de/event/7818/contributions/10062/attachments/6578/9122/Dorn_Slides.pdf N1 - Vortragsfolien (PPP) ER - TY - CHAP A1 - Neumeier, Marion A1 - Tollkühn, Andreas A1 - Dorn, Sebastian A1 - Botsch, Michael A1 - Utschick, Wolfgang T1 - Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications T2 - 2023 IEEE Intelligent Vehicles Symposium (IV) Y1 - 2023 SN - 979-8-3503-4691-6 U6 - https://doi.org/10.1109/IV55152.2023.10186536 SN - 2642-7214 ER - TY - CHAP A1 - Dorn, Sebastian A1 - Greiner, Maksim A1 - Enßlin, Torsten A. T1 - All-Sky Reconstruction of the Primordial Scalar Potential & Implications T2 - Proceedings of the International Astronomical Union KW - primordial density perturbations KW - Bayesian inference KW - CMB KW - power spectrum Y1 - 2015 U6 - https://doi.org/10.1017/S1743921316004427 SN - 1743-9221 VL - 11 IS - 2015,A29B SP - 49 PB - Cambridge University Press ER -