Ann-Kathrin Dombrowski

17 papers A* 3Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI Companies Should Report Pre- and Post-Mitigation Safety Evaluations.
CoRR
Dillon Bowen, Ann-Kathrin Dombrowski, Adam Gleave, Chris Cundy
2025 J jnl
The Safety Gap Toolkit: Evaluating Hidden Dangers of Open-Source Models.
CoRR
Ann-Kathrin Dombrowski, Dillon Bowen, Adam Gleave, Chris Cundy
2024 J jnl
Diffeomorphic Counterfactuals With Generative Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Ann-Kathrin Dombrowski, Jan E. Gerken, Klaus-Robert Müller, Pan Kessel
2024 J jnl
The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning.
CoRR
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, Rassin Lababidi, Lennart Justen, Andrew B. Liu, Michael Chen, Isabelle Barrass, Oliver Zhang, Xiaoyuan Zhu, Rishub Tamirisa, Bhrugu Bharathi, Adam Khoja, Zhenqi Zhao, Ariel Herbert-Voss, Cort B. Breuer, Andy Zou, Mantas Mazeika, Zifan Wang, Palash Oswal, Weiran Liu, Adam A. Hunt, Justin Tienken-Harder, Kevin Y. Shih, Kemper Talley, John Guan, Russell Kaplan, Ian Steneker, David Campbell, Brad Jokubaitis, Alex Levinson, Jean Wang, William Qian, Kallol Krishna Karmakar, Steven Basart, Stephen Fitz, Mindy Levine, Ponnurangam Kumaraguru, Uday Kiran Tupakula, Vijay Varadharajan, Yan Shoshitaishvili, Jimmy Ba, Kevin M. Esvelt, Alexandr Wang, Dan Hendrycks
2024 A* conf
The WMDP Benchmark: Measuring and Reducing Malicious Use with Unlearning.
ICML
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, Lennart Justen, Andrew B. Liu, Michael Chen, Isabelle Barrass, Oliver Zhang, Xiaoyuan Zhu, Rishub Tamirisa, Bhrugu Bharathi, Ariel Herbert-Voss, Cort B. Breuer, Andy Zou, Mantas Mazeika, Zifan Wang, Palash Oswal, Weiran Lin, Adam A. Hunt, Justin Tienken-Harder, Kevin Y. Shih, Kemper Talley, John Guan, Ian Steneker, David Campbell, Brad Jokubaitis, Steven Basart, Stephen Fitz, Ponnurangam Kumaraguru, Kallol Krishna Karmakar, Uday Kiran Tupakula, Vijay Varadharajan, Yan Shoshitaishvili, Jimmy Ba, Kevin M. Esvelt, Alexandr Wang, Dan Hendrycks
2023 — —
A geometrical perspective on explanations for deep neural networks.
Ann-Kathrin Dombrowski
2023 J jnl
Representation Engineering: A Top-Down Approach to AI Transparency.
CoRR
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, Michael J. Byun, Zifan Wang, Alex Mallen, Steven Basart, Sanmi Koyejo, Dawn Song, Matt Fredrikson, J. Zico Kolter, Dan Hendrycks
2022 J jnl
Automated Dissipation Control for Turbulence Simulation with Shell Models.
CoRR
Ann-Kathrin Dombrowski, Klaus-Robert Müller, Wolf-Christian Müller
2022 J jnl
Diffeomorphic Counterfactuals with Generative Models.
CoRR
Ann-Kathrin Dombrowski, Jan E. Gerken, Klaus-Robert Müller, Pan Kessel
2022 J jnl
Towards robust explanations for deep neural networks.
Pattern Recognit.
Ann-Kathrin Dombrowski, Christopher J. Anders, Klaus-Robert Müller, Pan Kessel
2020 J jnl
Fairwashing Explanations with Off-Manifold Detergent.
CoRR
Christopher J. Anders, Plamen Pasliev, Ann-Kathrin Dombrowski, Klaus-Robert Müller, Pan Kessel
2020 A* conf
Fairwashing explanations with off-manifold detergent.
ICML
Christopher J. Anders, Plamen Pasliev, Ann-Kathrin Dombrowski, Klaus-Robert Müller, Pan Kessel
2020 J jnl
Towards Robust Explanations for Deep Neural Networks.
CoRR
Ann-Kathrin Dombrowski, Christopher J. Anders, Klaus-Robert Müller, Pan Kessel
2019 J jnl
CNN cascades for segmenting sparse objects in gigapixel whole slide images.
Comput. Medical Imaging Graph.
Michael Gadermayr, Ann-Kathrin Dombrowski, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof
2019 A* conf
Explanations can be manipulated and geometry is to blame.
NeurIPS
Ann-Kathrin Dombrowski, Maximilian Alber, Christopher J. Anders, Marcel Ackermann, Klaus-Robert Müller, Pan Kessel
2019 J jnl
Explanations can be manipulated and geometry is to blame.
CoRR
Ann-Kathrin Dombrowski, Maximilian Alber, Christopher J. Anders, Marcel Ackermann, Klaus-Robert Müller, Pan Kessel
2017 J jnl
CNN Cascades for Segmenting Whole Slide Images of the Kidney.
CoRR
Michael Gadermayr, Ann-Kathrin Dombrowski, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof