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No Shifted Augmentations (NSA): compact distributions for robust self-supervised Anomaly Detection



Mohamed Yousef , Marcel Ackermann , Unmesh Kurup , Tom Bishop


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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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Interpreting and Explaining Deep Neural Networks for Classification of Audio Signals



Sören Becker , Marcel Ackermann , Sebastian Lapuschkin , Klaus-Robert Müller , Wojciech Samek

* 6 pages, 4 figures 

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