Publications by Roland Zimmermann

Preprints


R. S. Zimmermann, Y. Sharma, S. Schneider, M. Bethge, and W. Brendel
Contrastive Learning Inverts the Data Generating Process
arXiv, 2021
Code, URL, BibTex
J. Borowski, R. S. Zimmermann, J. Schepers, R. Geirhos, T. S. A. Wallis, M. Bethge, and W. Brendel
Exemplary Natural Images Explain CNN Activations Better than Feature Visualizations
arXiv, 2020
Code, URL, BibTex

Journal Articles


J. Rauber, R. Zimmermann, M. Bethge, and W. Brendel
Foolbox Native: Fast adversarial attacks to benchmark the robustness of machine learning models in PyTorch, TensorFlow, and JAX
Journal of Open Source Software, 5(53), 2607, 2020
URL, DOI, BibTex

Conference Papers


E. Rusak, L. Schott, R. Zimmermann, J. Bitterwolf, O. Bringmann, M. Bethge, and W. Brendel
A simple way to make neural networks robust against diverse image corruptions
European Conference on Computer Vision (ECCV), 2020
URL, BibTex
University of Tuebingen BCCN CIN MPI