5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2023
Provably Learning Object-Centric Representations
Jack Brady, Roland S. Zimmermann, Yash Sharma +3
Learning structured representations of the visual world in terms of objects promises to significantly improve the generalization abilities of current machine learning models. While…
cs.LG2022★ 5 cited
Increasing Confidence in Adversarial Robustness Evaluations
Roland S. Zimmermann, Wieland Brendel, Florian Tramer +1
Hundreds of defenses have been proposed to make deep neural networks robust against minimal (adversarial) input perturbations. However, only a handful of these defenses held up the…