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Christian Etmann

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Structure preserving deep learning

Jun 05, 2020
Elena Celledoni, Matthias J. Ehrhardt, Christian Etmann, Robert I McLachlan, Brynjulf Owren, Carola-Bibiane Schönlieb, Ferdia Sherry

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iUNets: Fully invertible U-Nets with Learnable Up- and Downsampling

May 11, 2020
Christian Etmann, Rihuan Ke, Carola-Bibiane Schönlieb

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Deep Relevance Regularization: Interpretable and Robust Tumor Typing of Imaging Mass Spectrometry Data

Dec 10, 2019
Christian Etmann, Maximilian Schmidt, Jens Behrmann, Tobias Boskamp, Lena Hauberg-Lotte, Annette Peter, Rita Casadonte, Jörg Kriegsmann, Peter Maass

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A Closer Look at Double Backpropagation

Jun 16, 2019
Christian Etmann

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On the Connection Between Adversarial Robustness and Saliency Map Interpretability

May 10, 2019
Christian Etmann, Sebastian Lunz, Peter Maass, Carola-Bibiane Schönlieb

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Deep Learning for Tumor Classification in Imaging Mass Spectrometry

Oct 20, 2017
Jens Behrmann, Christian Etmann, Tobias Boskamp, Rita Casadonte, Jörg Kriegsmann, Peter Maass

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