Interpretability Beyond Classification Output: Semantic Bottleneck Networks. - Max Maria Losch; Mario Fritz; Bernt Schiele (CoRR, 2019)

Analyzing the Dependency of ConvNets on Spatial Information. - Yue Fan; Yongqin Xian; Max Maria Losch; Bernt Schiele (GCPR, 2020)

Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations. - Max Maria Losch; Mario Fritz; Bernt Schiele (Int. J. Comput. Vis., 2021)

Certified Robust Models with Slack Control and Large Lipschitz Constants. - Max Maria Losch; David Stutz; Bernt Schiele; Mario Fritz (DAGM, 2023)

On Adversarial Training without Perturbing all Examples. - Max Maria Losch; Mohamed Omran; David Stutz; Mario Fritz; Bernt Schiele (ICLR, 2024)