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Hubert Ramsauer
Hubert Ramsauer
Research Assistant at Institute for Machine Learning, Johannes Kepler University Linz
Dirección de correo verificada de ml.jku.at - Página principal
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Gans trained by a two time-scale update rule converge to a local nash equilibrium
M Heusel, H Ramsauer, T Unterthiner, B Nessler, S Hochreiter
Advances in neural information processing systems 30, 2017
124932017
Hopfield networks is all you need
H Ramsauer, B Schäfl, J Lehner, P Seidl, M Widrich, T Adler, L Gruber, ...
arXiv preprint arXiv:2008.02217, 2020
4672020
Modern hopfield networks and attention for immune repertoire classification
M Widrich, B Schäfl, M Pavlović, H Ramsauer, L Gruber, M Holzleitner, ...
Advances in neural information processing systems 33, 18832-18845, 2020
1192020
Cloob: Modern hopfield networks with infoloob outperform clip
A Fürst, E Rumetshofer, J Lehner, VT Tran, F Tang, H Ramsauer, D Kreil, ...
Advances in neural information processing systems 35, 20450-20468, 2022
992022
Coulomb GANs: Provably optimal Nash equilibria via potential fields
T Unterthiner, B Nessler, C Seward, G Klambauer, M Heusel, ...
arXiv preprint arXiv:1708.08819, 2017
822017
Gans trained by a two time-scale update rule converge to a local nash equilibrium. arXiv 2017
M Heusel, H Ramsauer, T Unterthiner, B Nessler, S Hochreiter
arXiv preprint arXiv:1706.08500, 0
60
omas Unterthiner, Bernhard Nessler, and Sepp Hochreiter. 2017. Gans trained by a two time-scale update rule converge to a local nash equilibrium
M Heusel, H Ramsauer
Advances in Neural Information Processing Systems, 6626-6637, 0
5
A GAN based solver of black-box inverse problems
M Gillhofer, H Ramsauer, J Brandstetter, B Schäfl, S Hochreiter
NeurIPS 2019 Workshop on Solving Inverse Problems with Deep Networks, 2019
32019
Generative adversarial networks
M Heusel, H Ramsauer, T Unterthiner, B Nessler, S Hochreiter
Curran Associates, Inc 30, 6626-6637, 2017
32017
About gradient based importance weighting in feed-forward artificial neural networks/submitted by Hubert Ramsauer
H Ramsauer
2017
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