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Tilman Plehn

Anomalies, Representations, and Self-Supervision

Jan 11, 2023
Barry M. Dillon, Luigi Favaro, Friedrich Feiden, Tanmoy Modak, Tilman Plehn

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* 19 pages, 3 figures

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Generative Networks for Precision Enthusiasts

Oct 22, 2021
Anja Butter, Theo Heimel, Sander Hummerich, Tobias Krebs, Tilman Plehn, Armand Rousselot, Sophia Vent

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* 27 pages, 14 figures

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Shared Data and Algorithms for Deep Learning in Fundamental Physics

Jul 01, 2021
Lisa Benato, Erik Buhmann, Martin Erdmann, Peter Fackeldey, Jonas Glombitza, Nikolai Hartmann, Gregor Kasieczka, William Korcari, Thomas Kuhr, Jan Steinheimer, Horst Stöcker, Tilman Plehn, Kai Zhou

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* 13 pages, 5 figures, 5 tables

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Better Latent Spaces for Better Autoencoders

Apr 16, 2021
Barry M. Dillon, Tilman Plehn, Christof Sauer, Peter Sorrenson

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* 25 pages

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GANplifying Event Samples

Sep 16, 2020
Anja Butter, Sascha Diefenbacher, Gregor Kasieczka, Benjamin Nachman, Tilman Plehn

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* 14 pages, 7 figures, fixed two equations, extended acknowledgments

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