Matthias Rottmann
Scholar

Matthias Rottmann

Google Scholar ID: 1Oofk3YAAAAJ
Professor of Computer Science, Osnabrück University, Germany
Computer VisionDeep LearningSafe AIEfficient AINumerical Linear Algebra
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Citations & Impact
All-time
Citations
1,707
 
H-index
23
 
i10-index
35
 
Publications
20
 
Co-authors
52
list available
Contact
No contact links provided.
Publications
21 items
Explaining, Verifying, and Aligning Semantic Hierarchies in Vision-Language Model Embeddings
2026
Cited
0
Predictive Photometric Uncertainty in Gaussian Splatting for Novel View Synthesis
2026
Cited
0
Out-of-Distribution Object Detection in Street Scenes via Synthetic Outlier Exposure and Transfer Learning
2026
Cited
0
Probabilistic Label Spreading: Efficient and Consistent Estimation of Soft Labels with Epistemic Uncertainty on Graphs
2026
Cited
0
FutrTrack: A Camera-LiDAR Fusion Transformer for 3D Multiple Object Tracking
2025
Cited
0
Learning to Detect Label Errors by Making Them: A Method for Segmentation and Object Detection Datasets
2025
Cited
0
From Label Error Detection to Correction: A Modular Framework and Benchmark for Object Detection Datasets
2025
Cited
0
Uncertainty Estimation for Novel Views in Gaussian Splatting from Primitive-Based Representations of Error and Visibility
2025
Cited
0
Resume (English only)
Co-authors
52 total
Hanno Gottschalk
Hanno Gottschalk
Professor for Mathematical Modeling of Industrial Life Cycles, TU Berlin
Karsten Kahl
Karsten Kahl
Bergische Universität Wuppertal
Robin Chan
Robin Chan
Technische Universität Berlin
Andreas Frommer
Andreas Frommer
Professor für Angewandte Informatik, Bergische Universität Wuppertal
Fabian Hüger
Fabian Hüger
CARIAD SE
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Kira Maag
Kira Maag
Heinrich-Heine-University Düsseldorf