Höhne, Marina MC

16 publications

NeurIPS 2025 Capturing Polysemanticity with PRISM: A Multi-Concept Feature Description Framework Laura Kopf, Nils Feldhus, Kirill Bykov, Philine Lou Bommer, Anna Hedström, Marina MC Höhne, Oliver Eberle

TMLR 2025 Evaluating Interpretable Methods via Geometric Alignment of Functional Distortions Anna Hedström, Philine Lou Bommer, Thomas F Burns, Sebastian Lapuschkin, Wojciech Samek, Marina MC Höhne

TMLR 2025 Explaining Bayesian Neural Networks Kirill Bykov, Marina MC Höhne, Adelaida Creosteanu, Klaus Robert Muller, Frederick Klauschen, Shinichi Nakajima, Marius Kloft

NeurIPS 2025 Manipulating Feature Visualizations with Gradient Slingshots Dilyara Bareeva, Marina MC Höhne, Alexander Warnecke, Lukas Pirch, Klaus Robert Muller, Konrad Rieck, Sebastian Lapuschkin, Kirill Bykov

ICMLW 2024 CoSy: Evaluating Textual Explanations of Neurons Laura Kopf, Philine Lou Bommer, Anna Hedström, Sebastian Lapuschkin, Marina MC Höhne, Kirill Bykov

ICMLW 2024 CoSy: Evaluating Textual Explanations of Neurons Laura Kopf, Philine Lou Bommer, Anna Hedström, Sebastian Lapuschkin, Marina MC Höhne, Kirill Bykov

ICMLW 2024 Manipulating Feature Visualizations with Gradient Slingshots Dilyara Bareeva, Marina MC Höhne, Alexander Warnecke, Lukas Pirch, Klaus Robert Muller, Konrad Rieck, Kirill Bykov

ICMLW 2024 Manipulating Feature Visualizations with Gradient Slingshots Dilyara Bareeva, Marina MC Höhne, Alexander Warnecke, Lukas Pirch, Klaus Robert Muller, Konrad Rieck, Kirill Bykov

TMLR 2024 Prototypical Self-Explainable Models Without Re-Training Srishti Gautam, Ahcene Boubekki, Marina MC Höhne, Michael Kampffmeyer

NeurIPSW 2024 The Price of Freedom: An Adversarial Attack on Interpretability Evaluation Kristoffer Knutsen Wickstrøm, Marina MC Höhne, Anna Hedström

TMLR 2023 DORA: Exploring Outlier Representations in Deep Neural Networks Kirill Bykov, Mayukh Deb, Dennis Grinwald, Klaus Robert Muller, Marina MC Höhne

ICLRW 2023 DORA: Exploring Outlier Representations in Deep Neural Networks Kirill Bykov, Mayukh Deb, Dennis Grinwald, Klaus Robert Muller, Marina MC Höhne

ICLRW 2023 Mark My Words: Dangers of Watermarked Images in ImageNet Kirill Bykov, Klaus Robert Muller, Marina MC Höhne

NeurIPSW 2023 Sanity Checks Revisited: An Exploration to Repair the Model Parameter Randomisation Test Anna Hedström, Leander Weber, Sebastian Lapuschkin, Marina MC Höhne

TMLR 2023 The Meta-Evaluation Problem in Explainable AI: Identifying Reliable Estimators with MetaQuantus Anna Hedström, Philine Lou Bommer, Kristoffer Knutsen Wickstrøm, Wojciech Samek, Sebastian Lapuschkin, Marina MC Höhne

TMLR 2023 Visualizing the Diversity of Representations Learned by Bayesian Neural Networks Dennis Grinwald, Kirill Bykov, Shinichi Nakajima, Marina MC Höhne