Christof Duhme
Research Associate
Phone: +49 251 83-32751
christof.duhme(AT)uni-muenster.de
University of Münster
Department of Computer Science
Einsteinstrasse 62
D-48149 Münster
Office 602b
Consultation hour: by appointment
CV
Academic Education
- Promotion, Informatik, Universität Münster
- Master of Science, Informatik, Universität Münster
- Bachelor of Science, Informatik, Universität Münster
WorkExperience
- Wissenschaftlicher Mitarbeiter, Universität Münster - Institut für Informatik (AG Prof. Jiang)
Teaching
- Lecture: Datenbanken [104112]
(in cooperation with Xiaoyi Jiang)- [ – | Wed, – | | M B 2 (M 2)]
- [ – | Fri, – | | M B 2 (M 2)]
- V/Ü: Mustererkennung [104114]
(in cooperation with Xiaoyi Jiang)- [ – | Wed, – | | M B 3 (M 3)]
- [ – | Thu, – | | M B 5 (M 5)]
- Practice: Übung zur Vorlesung Datenbanken [104113]
(in cooperation with Xiaoyi Jiang)- [ – | Tue, – | | SRZ 105]
- [ – | Tue, – | | SRZ 105]
- [ – | Wed, – | | SRZ 105]
- [ – | Wed, – | | SRZ 105]
- [ – | Wed, – | ]
- Lecture: Computer Vision [102114]
(in cooperation with Xiaoyi Jiang and Florian Eilers)- [ – | Tue, – | | M B 5 (M 5)]
- [ – | Wed, – | | M B 6 (M 6)]
- Practical tutorial: Begleitendes Praktikum zu Computer Vision [102115]
(in cooperation with Xiaoyi Jiang and Florian Eilers)- [ – | Single Course | SRZ 115]
- [ – | Single Course | SRZ 115]
- [ – | Single Course | SRZ 115]
- Lecture: Datenbanken [100114]
(in cooperation with Xiaoyi Jiang and Florian Eilers)- V/Ü: Mustererkennung [100116]
(in cooperation with Xiaoyi Jiang and Florian Eilers)- Practice: Übung zur Vorlesung Datenbanken [100115]
(in cooperation with Xiaoyi Jiang and Florian Eilers) - V/Ü: Mustererkennung [100116]
- Lecture: Computer Vision [108114]
(in cooperation with Xiaoyi Jiang and Florian Eilers)- Project seminar: Projektseminar: Clinically Relevant Text Generation from Medical Images [108120]
(in cooperation with Xiaoyi Jiang and Florian Eilers)- Practical tutorial: Begleitendes Praktikum zu Computer Vision [108115]
(in cooperation with Xiaoyi Jiang and Florian Eilers) - Project seminar: Projektseminar: Clinically Relevant Text Generation from Medical Images [108120]
- V/Ü: Compilerbau [106112]
(in cooperation with Florian Eilers and Dietmar Lammers)
- Lecture: Computer Vision [104562]
(in cooperation with Xiaoyi Jiang and Florian Eilers)- Project seminar: Projektseminar: Generative Image Models: The Evolution to Diffusion Models [104580]
(in cooperation with Xiaoyi Jiang and Florian Eilers)- Practical tutorial: Begleitendes Praktikum zu Computer Vision [104563]
(in cooperation with Xiaoyi Jiang and Florian Eilers) - Project seminar: Projektseminar: Generative Image Models: The Evolution to Diffusion Models [104580]
- V/Ü: Mustererkennung [102086]
(in cooperation with Xiaoyi Jiang and Florian Eilers)- Practical tutorial: Praktikum zur Vorlesung Mustererkennung [102087]
(in cooperation with Xiaoyi Jiang and Florian Eilers) - Practical tutorial: Praktikum zur Vorlesung Mustererkennung [102087]
- Project seminar: Adversarial Attacks in Medical Imaging: A Team Competition for Robustness in Neural Networks and Attack Algorithms [100120]
(in cooperation with Xiaoyi Jiang and Florian Eilers)
- Practical tutorial: Praktikum zur Vorlesung Mustererkennung [108114]
(in cooperation with Xiaoyi Jiang, Andreas Nienkötter and Florian Eilers)
- Project seminar: Projektseminar: Machine Learning for Medical Imaging: Taking SIRT to the Next Level [106065]
(in cooperation with Florian Eilers and Xiaoyi Jiang)
- Project seminar: Projektseminar: AutoML [102121]
(in cooperation with Xiaoyi Jiang)
- Lecture: Datenbanken [104112]
Publications
- Duhme, Christof, Eilers, Florian, and Jiang, Xiaoyi. . “Exploring Sparsity and Smoothness of Arbitrary lp-Norms in Adversarial Attacks.” Preprint. arXiv doi: 10.48550/arXiv.2602.06578.
- Eilers, Florian, Duhme, Christof, and Jiang, Xiaoyi. . “Perturbing the Phase: Analyzing Adversarial Robustness of Complex-Valued Neural Networks.” Preprint. arXiv doi: 10.48550/arXiv.2602.06577.
- Wolff, Matthias, Alesiani, Francesco, Duhme, Christof, and Jiang, Xiaoyi. . “Clifford Kolmogorov-Arnold Networks.” Preprint. arXiv doi: 10.48550/arXiv.2602.05977.
- Duhme, Christof, Lippe, Chris, Hoerr, Verena, and Jiang, Xiaoyi. . “Transformer-Based Parameter Fitting of Models Derived from Bloch-McConnell Equations for CEST MRI Analysis.” in Lecture Notes in Computer Science, edited by X. Xu, Z. Cui, I. Rekik, X. Ouyang and K Sun. Cham: Springer Publishing. doi: 10.1007/978-3-031-73290-4_11.
- Steinhorst, Phil, Duhme, Christof, Jiang, Xiaoyi, and Vahrenhold, Jan. . “Recognizing Patterns in Productive Failure.” in Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1, edited by Lina Battestilli, Samuel Rebelsky and Libby Shoop. New York, NY: ACM Press. doi: 10.1145/3626252.3630915.
- Chromik, Justyna J., Pilch, Carina, Brackmann, Pascal, Duhme, Christof, Everinghoff, Franzika, Giberlein, Artur, Teodorowicz, Thomas, Wieland, Julian, Haverkort, Boudewijn R., and Remke, Anne. . “Context-aware local Intrusion Detection in SCADA systems: A testbed and two showcases.” in IEEE International Conference on Smart Grid Communications (SmartGridComm), edited by IEEE. Dresden: Wiley-IEEE Press. doi: 10.1109/SmartGridComm.2017.8340672.