Hubert Ramsauer

Computer Science · Physical Sciences

10h-index9.0kcitations14works0.02yr avg
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Research Topics

Generative Adversarial Networks and Image Synthesis(5), Machine Learning in Bioinformatics(3), Digital Media Forensic Detection(3), Neural Networks and Applications(2), Advanced Image Processing Techniques(2)

Publications14 total

Why current rain denoising models fail on CycleGAN created rain images in autonomous driving
arXiv (Cornell University)·2023Open Access
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP
arXiv (Cornell University)·2021· 31 citedOpen Access
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP
arXiv (Cornell University)·2021· 30 citedOpen Access
Hopfield Networks is All You Need
2021· 131 cited
Modern Hopfield Networks and Attention for Immune Repertoire\n Classification
arXiv (Cornell University)·2020Open Access
Hopfield Networks is All You Need
arXiv (Cornell University)·2020· 71 citedOpen Access
Modern Hopfield Networks and Attention for Immune Repertoire Classification
2020· 23 citedOpen Access
A GAN based solver of black-box inverse problems
2019· 4 cited
Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields
International Conference on Learning Representations·2018· 23 cited
Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields
arXiv (Cornell University)·2017· 29 citedOpen Access
GANs Trained by a Two Time-Scale Update Rule Converge to a Nash Equilibrium
arXiv (Cornell University)·2017· 371 citedOpen Access
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash\n Equilibrium
arXiv (Cornell University)·2017· 3.8k citedOpen Access
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium
arXiv (Cornell University)·2017· 4.5k citedOpen Access
About gradient based importance weighting in feed-forward artificial neural networks / submitted by Hubert Ramsauer
2017

Frequent Co-authors

Sepp Hochreiter(12), Günter Klambauer(9), Martin Heusel(5), Thomas Unterthiner(5), Bernhard Nessler(5), Bernhard Schäfl(5), J. Brandstetter(5), Johannes M. Lehner(4), Michael Widrich(4), Lukas Gruber(4), Markus Holzleitner(4), David P. Kreil(4), Michael Kopp(4), Milena Pavlović(3), Geir Kjetil Sandve(3), Victor Greiff(3), Philipp Seidl(2), Thomas Adler(2), Andreas Fürst(2), Elisabeth Rumetshofer(2)