Ann-Kathrin Dombrowski
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Adversarial Robustness in Machine Learning, Generative Adversarial Networks and Image Synthesis, Model Reduction and Neural Networks, Machine Learning and Data Classification
Most-Cited Works
- → Explanations can be manipulated and geometry is to blame(2019)145 cited
- → Its Alive: AI Independence Without Human Prompting(2023)59 cited
- → Towards robust explanations for deep neural networks(2021)41 cited
- → Fairwashing Explanations with Off-Manifold Detergent(2020)35 cited
- → The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning(2024)13 cited
- → Diffeomorphic Counterfactuals With Generative Models(2023)13 cited
- Diffeomorphic Explanations with Normalizing Flows(2021)