CNN Cascades for Segmenting Whole Slide Images of the Kidney. - Michael Gadermayr; Ann-Kathrin Dombrowski; Barbara Mara Klinkhammer; Peter Boor; Dorit Merhof (CoRR, 2017)

Explanations can be manipulated and geometry is to blame. - Ann-Kathrin Dombrowski; Maximilian Alber; Christopher J. Anders; Marcel Ackermann 001; Klaus-Robert Müller; Pan Kessel (NeurIPS, 2019)

CNN cascades for segmenting sparse objects in gigapixel whole slide images. - Michael Gadermayr; Ann-Kathrin Dombrowski; Barbara Mara Klinkhammer; Peter Boor; Dorit Merhof (Comput. Medical Imaging Graph., 2019)

Fairwashing explanations with off-manifold detergent. - Christopher J. Anders; Plamen Pasliev; Ann-Kathrin Dombrowski; Klaus-Robert Müller; Pan Kessel (ICML, 2020)

Automated Dissipation Control for Turbulence Simulation with Shell Models. - Ann-Kathrin Dombrowski; Klaus-Robert Müller; Wolf-Christian Müller (CoRR, 2022)

Towards robust explanations for deep neural networks. - Ann-Kathrin Dombrowski; Christopher J. Anders; Klaus-Robert Müller; Pan Kessel (Pattern Recognit., 2022)

Representation Engineering: A Top-Down Approach to AI Transparency. - Andy Zou; Long Phan; Sarah Li Chen; James Campbell; Phillip Guo; Richard Ren; Alexander Pan; Xuwang Yin; Mantas Mazeika; Ann-Kathrin Dombrowski; Shashwat Goel; Nathaniel Li; et al. (CoRR, 2023)

A geometrical perspective on explanations for deep neural networks. - Ann-Kathrin Dombrowski (2023)

The WMDP Benchmark: Measuring and Reducing Malicious Use with Unlearning. - Nathaniel Li; Alexander Pan; Anjali Gopal; Summer Yue; Daniel Berrios; Alice Gatti; Justin D. Li; Ann-Kathrin Dombrowski; Shashwat Goel; Gabriel Mukobi; Nathan Helm-Burger; Rassin Lababidi; et al. (ICML, 2024)

The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning. - Nathaniel Li; Alexander Pan; Anjali Gopal; Summer Yue; Daniel Berrios; Alice Gatti; Justin D. Li; Ann-Kathrin Dombrowski; Shashwat Goel; Long Phan; Gabriel Mukobi; Nathan Helm-Burger; et al. (CoRR, 2024)

Diffeomorphic Counterfactuals With Generative Models. - Ann-Kathrin Dombrowski; Jan E. Gerken; Klaus-Robert Müller; Pan Kessel (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

AI Companies Should Report Pre- and Post-Mitigation Safety Evaluations. - Dillon Bowen; Ann-Kathrin Dombrowski; Adam Gleave; Chris Cundy (CoRR, 2025)

The Safety Gap Toolkit: Evaluating Hidden Dangers of Open-Source Models. - Ann-Kathrin Dombrowski; Dillon Bowen; Adam Gleave; Chris Cundy (CoRR, 2025)