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Hubert Ramsauer

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Why current rain denoising models fail on CycleGAN created rain images in autonomous driving

May 22, 2023
Michael Kranl, Hubert Ramsauer, Bernhard Knapp

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CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP

Oct 21, 2021
Andreas Fürst, Elisabeth Rumetshofer, Viet Tran, Hubert Ramsauer, Fei Tang, Johannes Lehner, David Kreil, Michael Kopp, Günter Klambauer, Angela Bitto-Nemling, Sepp Hochreiter

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Modern Hopfield Networks and Attention for Immune Repertoire Classification

Jul 16, 2020
Michael Widrich, Bernhard Schäfl, Hubert Ramsauer, Milena Pavlović, Lukas Gruber, Markus Holzleitner, Johannes Brandstetter, Geir Kjetil Sandve, Victor Greiff, Sepp Hochreiter, Günter Klambauer

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Hopfield Networks is All You Need

Jul 16, 2020
Hubert Ramsauer, Bernhard Schäfl, Johannes Lehner, Philipp Seidl, Michael Widrich, Lukas Gruber, Markus Holzleitner, Milena Pavlović, Geir Kjetil Sandve, Victor Greiff, David Kreil, Michael Kopp, Günter Klambauer, Johannes Brandstetter, Sepp Hochreiter

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Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields

Jan 30, 2018
Thomas Unterthiner, Bernhard Nessler, Calvin Seward, Günter Klambauer, Martin Heusel, Hubert Ramsauer, Sepp Hochreiter

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GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium

Jan 12, 2018
Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, Sepp Hochreiter

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