Ann-Kathrin Dombrowski | DeepAI

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∙ 06/10/2022

Diffeomorphic Counterfactuals with Generative Models

Counterfactuals can explain classification decisions of neural networks ...

15 Ann-Kathrin Dombrowski, et al. ∙

∙ 01/07/2022

Automated Dissipation Control for Turbulence Simulation with Shell Models

The application of machine learning (ML) techniques, especially neural n...

7 Ann-Kathrin Dombrowski, et al. ∙

∙ 12/18/2020

Towards Robust Explanations for Deep Neural Networks

Explanation methods shed light on the decision process of black-box clas...

27 Ann-Kathrin Dombrowski, et al. ∙

∙ 07/20/2020

Fairwashing Explanations with Off-Manifold Detergent

Explanation methods promise to make black-box classifiers more transpare...

0 Christopher J. Anders, et al. ∙

∙ 06/19/2019

Explanations can be manipulated and geometry is to blame

Explanation methods aim to make neural networks more trustworthy and int...

0 Ann-Kathrin Dombrowski, et al. ∙

∙ 08/01/2017

CNN Cascades for Segmenting Whole Slide Images of the Kidney

Due to the increasing availability of whole slide scanners facilitating ...

0 Michael Gadermayr, et al. ∙

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