Scholar
Matthias Rottmann
Google Scholar ID: 1Oofk3YAAAAJ
Professor of Computer Science, Osnabrück University, Germany
Computer Vision
Deep Learning
Safe AI
Efficient AI
Numerical 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
Publications
24 items
Object Detection Benchmarks are Incomplete: The Role of Label Errors and Annotation Uncertainty
2026
Cited
0
Algebraic Multigrid Acceleration for Efficient Label Spreading
2026
Cited
0
Control Your Queries: Heterogeneous Query Interaction for Camera-Radar Fusion
2026
Cited
0
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
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Co-authors
13 total
Hanno Gottschalk
Professor for Mathematical Modeling of Industrial Life Cycles, TU Berlin
Karsten Kahl
Bergische Universität Wuppertal
Robin Chan
Technische Universität Berlin
Andreas Frommer
Professor für Angewandte Informatik, Bergische Universität Wuppertal
Fabian Hüger
CARIAD SE
Kira Maag
Heinrich-Heine-University Düsseldorf
Tobias Riedlinger
Technical University of Berlin
Sina Honari
Senior Research Scientist, Samsung AI Center, Toronto
