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Deep recurrent Gaussian process with variational Sparse Spectrum approximation


Sep 27, 2019
Roman Föll, Bernard Haasdonk, Markus Hanselmann, Holger Ulmer

* 22 pages, 4 figures, 3 tables. arXiv admin note: substantial text overlap with arXiv:1711.00799 

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CANet: An Unsupervised Intrusion Detection System for High Dimensional CAN Bus Data


Jun 06, 2019
Markus Hanselmann, Thilo Strauss, Katharina Dormann, Holger Ulmer


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Unpaired High-Resolution and Scalable Style Transfer Using Generative Adversarial Networks


Oct 10, 2018
Andrej Junginger, Markus Hanselmann, Thilo Strauss, Sebastian Boblest, Jens Buchner, Holger Ulmer

* 10 pages, 8 figures 

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Ensemble Methods as a Defense to Adversarial Perturbations Against Deep Neural Networks


Feb 08, 2018
Thilo Strauss, Markus Hanselmann, Andrej Junginger, Holger Ulmer

* 10 pages, 2 figures, 4 tables 

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Deep Recurrent Gaussian Process with Variational Sparse Spectrum Approximation


Nov 19, 2017
Roman Föll, Bernard Haasdonk, Markus Hanselmann, Holger Ulmer

* 51 pages, 7 figures, preprint 

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