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Armand Rousselot
Armand Rousselot
PhD Student Computer Science, Heidelberg University
Verified email at stud.uni-heidelberg.de
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Year
Invertible networks or partons to detector and back again
M Bellagente, A Butter, G Kasieczka, T Plehn, A Rousselot, ...
SciPost Physics 9 (5), 074, 2020
862020
Generative networks for precision enthusiasts
A Butter, T Heimel, S Hummerich, T Krebs, T Plehn, A Rousselot, S Vent
SciPost Physics 14 (4), 078, 2023
402023
Invertible networks or partons to detector and back again, SciPost Phys
M Bellagente, A Butter, G Kasieczka, T Plehn, A Rousselot, ...
arXiv preprint arXiv:2006.06685, 2020
62020
Lifting architectural constraints of injective flows
P Sorrenson, F Draxler, A Rousselot, S Hummerich, L Zimmermann, ...
The Twelfth International Conference on Learning Representations, 2023
32023
Generative invertible quantum neural networks
A Rousselot, M Spannowsky
arXiv preprint arXiv:2302.12906, 2023
32023
On the convergence rate of gaussianization with random rotations
F Draxler, L Kühmichel, A Rousselot, J Müller, C Schnörr, U Köthe
International Conference on Machine Learning, 8449-8468, 2023
22023
Free-form flows: Make any architecture a normalizing flow
F Draxler, P Sorrenson, L Zimmermann, A Rousselot, U Köthe
International Conference on Artificial Intelligence and Statistics, 2197-2205, 2024
12024
Maximum Likelihood Training of Autoencoders
P Sorrenson, F Draxler, A Rousselot, S Hummerich, L Zimmerman, ...
arXiv preprint arXiv:2306.01843, 2023
12023
Learning Distributions on Manifolds with Free-form Flows
P Sorrenson, F Draxler, A Rousselot, S Hummerich, U Köthe
arXiv preprint arXiv:2312.09852, 2023
2023
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