Mario Wieser

Machine Learning Scientist, Genedata AG

Joined

October 2017

Names

Mario Wieser

Emails

****@unibas.ch (Confirmed)

****@gmail.com (Confirmed)

****@genedata.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Machine Learning Scientist

Genedata AG (genedata.com)

2021 – Present

PhD student

University of Basel (unibas.ch)

2015 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

subCellSAM: Zero-Shot (Sub-)Cellular Segmentation for Hit Validation in Drug Discovery
Jacob Hanimann, Daniel Siegismund, Mario Wieser, Stephan Steigele
- CoRR 2025
- Readers: Everyone
Revisiting Deep Archetypal Analysis for Phenotype Discovery in High Content Imaging
Mario Wieser, Daniel Siegismund, Stephan Steigele
- WACV 2025
- Readers: Everyone
Learning Channel Importance for High Content Imaging with Interpretable Deep Input Channel Mixing
Daniel Siegismund, Mario Wieser, Stephan Heyse, Stephan Steigele
- DAGM 2023
- Readers: Everyone
Self-Supervised Representation Learning for High-Content Screening
Daniel Siegismund, Mario Wieser, Stephan Heyse, Stephan Steigele
- MIDL 2022
- Readers: Everyone
Vision Transformers Show Improved Robustness in High-Content Image Analysis
Mario Wieser, Daniel Siegismund, Stephan Heyse, Stephan Steigele
- SDS 2022
- Readers: Everyone
Self-Supervised Representation Learning for High-Content Screening
Daniel Siegismund, Mario Wieser, Stephan Heyse, Stephan Steigele
- Published: 28 Feb 2022, Last Modified: 16 May 2023
- MIDL 2022
- Readers: Everyone
Learning Conditional Invariance Through Cycle Consistency
Maxim Samarin, Vitali Nesterov, Mario Wieser, Aleksander Wieczorek, Sonali Parbhoo, Volker Roth
- 2021 (modified: 24 Apr 2023)
- GCPR 2021
- Readers: Everyone
Learning Extremal Representations with Deep Archetypal Analysis
Sebastian Mathias Keller, Maxim Samarin, Fabricio Arend Torres, Mario Wieser, Volker Roth
- 2021 (modified: 24 Apr 2023)
- Int. J. Comput. Vis. 2021
- Readers: Everyone
Information Bottleneck for Estimating Treatment Effects with Systematically Missing Covariates
Sonali Parbhoo, Mario Wieser, Aleksander Wieczorek, Volker Roth
- 2020 (modified: 14 Oct 2025)
- Entropy 2020
- Readers: Everyone
Transfer Learning from Well-Curated to Less-Resourced Populations with HIV
Sonali Parbhoo, Mario Wieser, Volker Roth, Finale Doshi-Velez
- 2020 (modified: 02 Aug 2021)
- MLHC 2020
- Readers: Everyone

View all 16 publications

Mario Wieser

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors