Dominik J. Mühlematter

According to our database, Dominik J. Mühlematter authored at least 5 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Making Foundation Models Probabilistic via Singular Value Ensembles.

Mehmet Ozgur Turkoglu, Dominik J. Mühlematter, Alexander Becker, Konrad Schindler, Helge Aasen

CoRR, January, 2026

LoRA-Ensemble: Efficient Uncertainty Modelling for Self-Attention Networks.

Dominik J. Mühlematter, Michelle Halbheer, Alexander Becker, Dominik Narnhofer, Helge Aasen, Konrad Schindler, Mehmet Ozgur Turkoglu

Trans. Mach. Learn. Res., 2026

2025

UrbanFusion: Stochastic Multimodal Fusion for Contrastive Learning of Robust Spatial Representations.

Dominik J. Mühlematter, Lin Che, Ye Hong, Martin Raubal, Nina Wiedemann

CoRR, October, 2025

2024

Probabilistic road classification in historical maps using synthetic data and deep learning.

Dominik J. Mühlematter, Sebastian Schweizer, Chenjing Jiao, Xue Xia, Magnus Heitzler, Lorenz Hurni

CoRR, 2024

2023

Spatially-Aware Car-Sharing Demand Prediction.

Dominik J. Mühlematter, Nina Wiedemann, Yanan Xin, Martin Raubal

CoRR, 2023