Fabian Gröger · PhD Student
PhD Student at University of Basel working on data-centric AI, medical imaging, and multimodal learning.
Education
2025
Visiting Ph.D. · École Polytechnique Fédérale de Lausanne (EPFL)
in the MLBio group under the supervision of Maria Brbić · Lausanne, Switzerland
2024
Summer School · University of Oxford, Mathematical Institute
MLx Health & Bio and MLx Representation Learning & Generative AI · Oxford, United Kingdom
since 2023
Ph.D. · University of Basel
in Biomedical Engineering · Basel, Switzerland
2020–2023
M.Sc. · Lucerne University of Applied Sciences
in Engineering · Lucerne, Switzerland
2017–2020
B.Sc. · Lucerne University of Applied Sciences
in Computer Science · Lucerne, Switzerland
Employment
since 2023
Research Associate · Applied AI Research Lab (AAI), Lucerne University of Applied Sciences
Rotkreuz, Switzerland
since 2021
Data Scientist · Jaywalker Digital AG
Lucerne, Switzerland
2020–2023
Research Assistant · Applied AI Research Lab (AAI), Lucerne University of Applied Sciences
Rotkreuz, Switzerland
Selected publications
Full list at /publications/.
- Revisiting the Platonic Representation Hypothesis: An Aristotelian View. International Conference on Machine Learning (ICML), 2026. project arXiv:2602.14486 code
- With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide You. Advances in Neural Information Processing Systems (NeurIPS), 2025. project arXiv:2506.16895
- Intrinsic Self-Supervision for Data Quality Audits. Advances in Neural Information Processing Systems (NeurIPS), 2024. project arXiv:2305.17048 code
- CleanPatrick: A Benchmark for Image Data Cleaning. Journal of Data-centric Machine Learning Research (DMLR), 2026. project arXiv:2505.11034
- Representation-Based Data Quality Audits for Audio. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2026. project arXiv:2509.26291
- A Global Atlas of Digital Dermatology to Map Innovation and Disparities. Preprint, 2025. project arXiv:2601.00840
Awards & achievements
2024
Best Lightning Talk and Abstract · Biomedical Data Science Center Lausanne
2023
Best Master Thesis · Lucerne University of Applied Sciences
2023