I am a PhD Student supervised by Alexander A. Navarini and Marc Pouly at the University of Basel in Switzerland. During my PhD I held a visiting PhD position at the MLBio Lab under the supervision of Maria Brbić at EPFL.

My research focuses on data-centric machine learning, (multimodal) representation learning, and medical imaging.

I also work as a Research Associate at the Applied AI Research Lab (AAI) at Lucerne University of Applied Sciences, and as a Data Scientist at Jaywalker Digital AG.

Apart from doing research, I spend my time with my family and cycling.

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Selected Publications

Gröger, Fabian, Lionetti, Simone, Gottfrois, Philippe, Gonzalez-Jimenez, Alvaro, Habermacher, Lea, Amruthalingam, Ludovic, Groh, Matthew, Pouly, Marc, & Navarini, Alexander. (2026). A Global Atlas of Digital Dermatology to Map Innovation and Disparities [Posted-content]. In medrXiv. Springer Science and Business Media LLC. https://doi.org/10.21203/rs.3.rs-8530334/v1

URLs

Gröger, Fabian, Wen, Shuo, Le, Huyen, & Brbić, Maria. (2025, January 1). With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide You. Neural Information Processing Systems (NeurIPS).

Gröger, Fabian, Lionetti, Simone, Gottfrois, Philippe, Gonzalez-Jimenez, Alvaro, Amruthalingam, Ludovic, Groh, Matthew, Navarini, Alexander, & Pouly, Marc. (2024, January 1). Intrinsic Self-Supervision for Data Quality Audits. Neural Information Processing Systems (NeurIPS). https://selfclean.github.io/

URLs

Fabian Gröger

Selected Publications

Gröger, Fabian, Wen, Shuo, Le, Huyen, & Brbić, Maria. (2025, January 1). With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide You. Neural Information Processing Systems (NeurIPS).