Franz Motzkus

PhD student, Cognitive Systems, Otto-Friedrich Universität Bamberg

Researcher, SCT AI Lab Berlin, Continental AG

Joined

April 2024

Names

Franz Motzkus (Preferred)

Emails

****@uni-bamberg.de (Confirmed)

,

****@continental-corporation.com

Personal Links

Career & Education History

PhD student

Cognitive Systems, Otto-Friedrich Universität Bamberg (uni-bamberg.de)

2022 – Present

Researcher

SCT AI Lab Berlin, Continental AG (continental-corporation.com)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

2023 – Present

Expertise

Deep Learning

Present

eXplainableAI

2019 – Present

Publications

CoLa-DCE – Concept-guided Latent Diffusion Counterfactual Explanations
Franz Motzkus, Christian Hellert, Ute Schmid
- Submitted to ICLR 2025
- Readers: Everyone
The Anatomy of Adversarial Attacks: Concept-based XAI Dissection
Georgii Mikriukov, Gesina Schwalbe, Franz Motzkus, Korinna Bade
- CoRR 2024
- Readers: Everyone
Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations and Beyond
Anna Hedström, Leander Weber, Daniel Krakowczyk, Dilyara Bareeva, Franz Motzkus, Wojciech Samek, Sebastian Lapuschkin, Marina M.-C. Höhne
- Published: 01 Jan 2023, Last Modified: 03 Nov 2023
- J. Mach. Learn. Res. 2023
- Readers: Everyone
Measurably Stronger Explanation Reliability Via Model Canonization
Franz Motzkus, Leander Weber, Sebastian Lapuschkin
- ICIP 2022
- Readers: Everyone
Measurably Stronger Explanation Reliability via Model Canonization
Franz Motzkus, Leander Weber, Sebastian Lapuschkin
- CoRR 2022
- Readers: Everyone
Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations
Anna Hedström, Leander Weber, Dilyara Bareeva, Franz Motzkus, Wojciech Samek, Sebastian Lapuschkin, Marina M.-C. Höhne
- Published: 01 Jan 2022, Last Modified: 28 Apr 2023
- CoRR 2022
- Readers: Everyone

Co-Authors