Stefan Roth
Scholar

Stefan Roth

Google Scholar ID: 0yDoR0AAAAAJ
Professor of Computer Science, TU Darmstadt
Computer VisionMachine Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
32,234
 
H-index
53
 
i10-index
103
 
Publications
20
 
Co-authors
108
list available
Contact
Emailstefan.roth@visinf.tu-darmstadt.deCVOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
19 items
INSID3: Training-Free In-Context Segmentation with DINOv3
2026
Cited
0
What is Missing? Explaining Neurons Activated by Absent Concepts
2026
Cited
0
Evaluating Object-Centric Models beyond Object Discovery
2026
Cited
0
MUFASA: A Multi-Layer Framework for Slot Attention
2026
Cited
0
LeAD-M3D: Leveraging Asymmetric Distillation for Real-time Monocular 3D Detection
2025
Cited
0
Removing Cost Volumes from Optical Flow Estimators
2025
Cited
0
A Framework for Low-Effort Training Data Generation for Urban Semantic Segmentation
2025
Cited
0
Motion-Refined DINOSAUR for Unsupervised Multi-Object Discovery
2025
Cited
0
Resume (English only)
Co-authors
108 total
Bernt Schiele
Bernt Schiele
Professor, Max Planck Institute for Informatics, Saarland University, Saarland Informatics Campus
Konrad Schindler
Konrad Schindler
Professor of Photogrammetry and Remote Sensing, ETH Zurich
Michael J. Black
Michael J. Black
Max Planck Institute for Intelligent Systems
Markus Enzweiler
Markus Enzweiler
Professor of Computer Science, Esslingen University of Applied Sciences
Anton Milan
Anton Milan
Amazon
Co-author 6
Co-author 6
Marius Cordts
Marius Cordts
Mercedes-Benz AG R&D - Automated Driving
Laura Leal-Taixé
Laura Leal-Taixé
Senior Research Manager at NVIDIA. Prev. Prof. TU Munich