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 | 86 | 2020 |
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 | 40 | 2023 |
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 | 6 | 2020 |
Lifting architectural constraints of injective flows P Sorrenson, F Draxler, A Rousselot, S Hummerich, L Zimmermann, ... The Twelfth International Conference on Learning Representations, 2023 | 3 | 2023 |
Generative invertible quantum neural networks A Rousselot, M Spannowsky arXiv preprint arXiv:2302.12906, 2023 | 3 | 2023 |
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 | 2 | 2023 |
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 | 1 | 2024 |
Maximum Likelihood Training of Autoencoders P Sorrenson, F Draxler, A Rousselot, S Hummerich, L Zimmerman, ... arXiv preprint arXiv:2306.01843, 2023 | 1 | 2023 |
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 |