Publications by Wieland Brendel

Unpublished Papers


L. Schott, J. Rauber, W. Brendel, and M. Bethge
Robust Perception through Analysis by Synthesis
2018
URL, BibTex

Journal Articles


D. Kobak, W. Brendel, C. Constantinidis, C. E. Feierstein, A. Kepecs, Z. F. Mainen, R. Romo, X.-L. Qi, et al.
Demixed principal component analysis of neural population data
eLife, 5, 2016
URL, DOI, BibTex

Conference Papers


W. Brendel, J. Rauber, and M. Bethge
Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models
International Conference on Learning Representations, 2018
#adversarial attacks, #adversarial examples, #adversarials
Code, URL, OpenReview, BibTex
J. Rauber, W. Brendel, and M. Bethge
Foolbox: A Python toolbox to benchmark the robustness of machine learning models
Reliable Machine Learning in the Wild Workshop, 34th International Conference on Machine Learning, 2017
#adversarial attacks, #adversarial examples, #adversarials
Code, URL, BibTex

Preprint versions of published articles


A. Böttcher, W. Brendel, B. Englitz, and M. Bethge
Trace your sources in large-scale data: one ring to find them all
arXiv, 2018
Code, URL, BibTex
University of Tuebingen BCCN CIN MPI