Simon Dietz
Chair of Machine Learning and Data Analytics
Research associates
Contact
| 06/2022 - present | Researcher and PhD Candidate Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen (DE) Machine Learning and Data Analytics Lab |
| 05/2022 - present | Data Scientist and Researcher Siemens Healthineers, Forchheim (DE) |
| 04/2019 - 09/2021 | M.Sc in Medical Engineering “Medical Image and Data Processing” Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen (DE) Master's Thesis: Machine Learning Methods for Mixed-Type Time Series Analysis. |
| 09/2018 - 02/2019 | Internship STORZ Endoskop Produktions GmbH, Schaffhausen (CH) Design and Quality Assurance |
| 10/2015 - 02/2019 | B.Sc in Medical Engineering Hochschule Furtwangen University, Villingen-Schwenningen (DE) Bachelor's Thesis: Automated Test Stand for Medical Devices with Graphical User Interface. Integration of the Overall System and Test Operation Using a Sample Device. |
| 01/2018 - 04/2018 | Semester Abroad University of New Brunswick, Fredericton (CA) |
| 08/2017 - 12/2017 | Internship STORZ Endoskop Produktions GmbH, Schaffhausen (CH) Design and Quality Assurance |
2025
- , , , , , , , , :
Contrastive Language-Image Pretrained Models are Zero-Shot Human Scanpath Predictors
In: IEEE Transactions on Artificial Intelligence (2025), p. 1-15
ISSN: 2691-4581
DOI: 10.1109/TAI.2025.3612905
BibTeX: Download
2024
- , , , , :
How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series
International Joint Conference on Neural Networks (IJCNN) (Yokohama, 30. June 2024 - 5. July 2024)
DOI: 10.1109/IJCNN60899.2024.10650421
URL: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10650421
BibTeX: Download - , , , , , , , , , :
Exploring Dataset Bias and Scaling Techniques in Multi-Source Gait Biomechanics: An Explainable Machine Learning Approach
In: ACM Transactions on Intelligent Systems and Technology 20 (2024), Article No.: 20
ISSN: 2157-6904
DOI: 10.1145/3702646
BibTeX: Download
- 01/2018 - 04/2018: Baden-Württemberg-Scholarship, BWS plus
Scrum Master for the Innovation Lab for Wearable and Ubiquitous Computing (InnoLab)
Student Supervision
| Year | Name | Title |
| 2025 | Matt Yarmatov | Personalized Log-File Anomaly Detection(Master's Project) |
| 2024 | Akshay Sharma | Leveraging NLP Techniques for Efficient Log File Processing and Anomaly Detection(Master's Thesis) |
| 2023 | Dmitrii Maksimov | Personalized Real-Time Anomaly Detection on Event Sequences(Master's Project) |
| 2023 | Betelhem Nebebe | Sounds Interesting - Neural Visual Attention with Audio-Video Self-Learning Systems(Master's Project) |
| 2023 | Annika Wünsch | Explaining Infuential Diferences in Human Gait Datasets on Machine Learning Tasks(Bachelors's Thesis, co-supervision) |
| 2023 | Johannes Enk | The Art of Shrinking Down Neural Networks(Research Internship) |
| 2022 | Jelina Unger | Creating Danger Maps by Combining the Risk Index of Forest Fires and the Accessibility of Regions(Research Internship) |
Partners & Funding Agencies
