Zobrazeno 1 - 7
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pro vyhledávání: '"Lippert, Fiona"'
Publikováno v:
AI for Science Workshop at the 41st International Conference on Machine Learning (ICML), 2024
Hybrid modeling aims to augment traditional theory-driven models with machine learning components that learn unknown parameters, sub-models or correction terms from data. In this work, we build on FluxRGNN, a recently developed hybrid model of contin
Externí odkaz:
http://arxiv.org/abs/2407.10259
Publikováno v:
Advances in Neural Information Processing Systems 36, 2023
Probabilistic inference in high-dimensional state-space models is computationally challenging. For many spatiotemporal systems, however, prior knowledge about the dependency structure of state variables is available. We leverage this structure to dev
Externí odkaz:
http://arxiv.org/abs/2306.08445
Publikováno v:
AI for Science Workshop at the 35th Conference on Neural Information Processing Systems (NeurIPS), 2022
Studying animal movements is essential for effective wildlife conservation and conflict mitigation. For aerial movements, operational weather radars have become an indispensable data source in this respect. However, partial measurements, incomplete s
Externí odkaz:
http://arxiv.org/abs/2211.04539
Akademický článek
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Autor:
Zwanenburg, Alex, Vallières, Martin, Abdalah, Mahmoud A., Aerts, Hugo J. W. L., Andrearczyk, Vincent, Apte, Aditya, Ashrafinia, Saeed, Bakas, Spyridon, Beukinga, Roelof J., Boellaard, Ronald, Bogowicz, Marta, Boldrini, Luca, Buvat, Irène, Cook, Gary J. R., Davatzikos, Christos, Depeursinge, Adrien, Desseroit, Marie-Charlotte, Dinapoli, Nicola, Dinh, Cuong Viet, Echegaray, Sebastian, Naqa, Issam El, Fedorov, Andriy Y., Gatta, Roberto, Gillies, Robert J., Goh, Vicky, Götz, Michael, Guckenberger, Matthias, Ha, Sung Min, Hatt, Mathieu, Isensee, Fabian, Lambin, Philippe, Leger, Stefan, Leijenaar, Ralph T.H., Lenkowicz, Jacopo, Lippert, Fiona, Losnegård, Are, Maier-Hein, Klaus H., Morin, Olivier, Müller, Henning, Napel, Sandy, Nioche, Christophe, Orlhac, Fanny, Pati, Sarthak, Pfaehler, Elisabeth A.G., Rahmim, Arman, Rao, Arvind U.K., Scherer, Jonas, Siddique, Muhammad Musib, Sijtsema, Nanna M., Fernandez, Jairo Socarras, Spezi, Emiliano, Steenbakkers, Roel J.H.M., Tanadini-Lang, Stephanie, Thorwarth, Daniela, Troost, Esther G.C., Upadhaya, Taman, Valentini, Vincenzo, Dijk, Lisanne V. van, Griethuysen, Joost van, Velden, Floris H.P. van, Whybra, Philip, Richter, Christian, Löck, Steffen
Publikováno v:
Radiology; May 2020, Vol. 295 Issue: 2 p328-338, 11p
Autor:
Lippert, Fiona, Bastian Cheng, Golsari, Amir, Weiler, Florian, Gregori, Johannes, Thomalla, Götz, Klein, Jan
Publikováno v:
Proceedings of SPIE; 3/1/2018, Vol. 10575, p105752F-1-105752F-7, 7p, 2 Black and White Photographs, 4 Charts, 2 Graphs
Autor:
Petrick, Nicholas, Mori, Kensaku, Lippert, Fiona, Cheng, Bastian, Golsari, Amir, Weiler, Florian, Gregori, Johannes, Thomalla, Götz, Klein, Jan
Publikováno v:
Proceedings of SPIE; February 2018, Vol. 10575 Issue: 1 p105752F-105752F-7, 951776p