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Diffeomorphic Counterfactuals with Generative Models



Ann-Kathrin Dombrowski , Jan E. Gerken , Klaus-Robert Müller , Pan Kessel


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Automated Dissipation Control for Turbulence Simulation with Shell Models



Ann-Kathrin Dombrowski , Klaus-Robert Müller , Wolf Christian Müller


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Towards Robust Explanations for Deep Neural Networks



Ann-Kathrin Dombrowski , Christopher J. Anders , Klaus-Robert Müller , Pan Kessel


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Fairwashing Explanations with Off-Manifold Detergent



Christopher J. Anders , Plamen Pasliev , Ann-Kathrin Dombrowski , Klaus-Robert Müller , Pan Kessel

* 22 pages with 43 figures, to be published in ICML2020 

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Explanations can be manipulated and geometry is to blame



Ann-Kathrin Dombrowski , Maximilian Alber , Christopher J. Anders , Marcel Ackermann , Klaus-Robert Müller , Pan Kessel


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CNN Cascades for Segmenting Whole Slide Images of the Kidney



Michael Gadermayr , Ann-Kathrin Dombrowski , Barbara Mara Klinkhammer , Peter Boor , Dorit Merhof


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