Thomas Monninger
Scholar

Thomas Monninger

Google Scholar ID: f-F8tG8AAAAJ
Staff Machine Learning Engineer, Mercedes-Benz Research & Development North America
Machine LearningDeep LearningAutonomous DrivingComputer VisionScene Understanding
Google Scholar↗
Citations & Impact
All-time
Citations
83
 
H-index
4
 
i10-index
1
 
Publications
19
 
Co-authors
7
list available
Contact
No contact links provided.
Publications
6 items
BEVLM: Distilling Semantic Knowledge from LLMs into Bird's-Eye View Representations
2026
Cited
0
NavMapFusion: Diffusion-based Fusion of Navigation Maps for Online Vectorized HD Map Construction
2025
Cited
1
MapRF: Weakly Supervised Online HD Map Construction via NeRF-Guided Self-Training
2025
Cited
0
MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving
2025
Cited
0
AutoVDC: Automated Vision Data Cleaning Using Vision-Language Models
2025
Cited
0
AugMapNet: Improving Spatial Latent Structure via BEV Grid Augmentation for Enhanced Vectorized Online HD Map Construction
2025
Cited
0
Resume (English only)
Co-authors
7 total
Steffen Staab
Steffen Staab
WAIS, University of Southampton, UK & Analytic Computing, Universität Stuttgart, DE
Julian Schmidt
Julian Schmidt
Research Engineer, Mercedes-Benz AG & Ulm University
Klaus Dietmayer
Klaus Dietmayer
Professor für Mess- und Regelungstechnik
Md Zafar Anwar
Md Zafar Anwar
PhD at Penn State University || Machine Learning Engineer at Mercedes-Benz Research & Development
Co-author 5
Co-author 5
Stanislaw Antol
Stanislaw Antol
Autonomous Vehicles Software Engineer, Mercedes-Benz R&D
Sihao Ding
Sihao Ding
Mercedes-Benz R&D North America