Franz Motzkus

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Detect Malicious

Evaluation Measures

Top Venues

J. Mach. Learn. Res.

Publications

Franz Motzkus, Georgii Mikriukov, Christian Hellert, Ute Schmid
Locally Testing Model Detections for Semantic Global Concepts. CoRR (2024)
Franz Motzkus, Christian Hellert, Ute Schmid
CoLa-DCE - Concept-guided Latent Diffusion Counterfactual Explanations. CoRR (2024)
Georgii Mikriukov, Gesina Schwalbe, Franz Motzkus, Korinna Bade
The Anatomy of Adversarial Attacks: Concept-based XAI Dissection. CoRR (2024)
Anna Hedström, Leander Weber, Daniel Krakowczyk, Dilyara Bareeva, Franz Motzkus, Wojciech Samek, Sebastian Lapuschkin, Marina M.-C. Höhne
Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations and Beyond. J. Mach. Learn. Res. 24 (2023)
Franz Motzkus, Leander Weber, Sebastian Lapuschkin
Measurably Stronger Explanation Reliability Via Model Canonization. ICIP (2022)
Anna Hedström, Leander Weber, Dilyara Bareeva, Franz Motzkus, Wojciech Samek, Sebastian Lapuschkin, Marina M.-C. Höhne
Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations. CoRR (2022)
Franz Motzkus, Leander Weber, Sebastian Lapuschkin
Measurably Stronger Explanation Reliability via Model Canonization. CoRR (2022)