Scholar
René Schuster
Google Scholar ID: -QuwLyTNzvAC
Team Leader Automotive Scene Understanding, DFKI
Computer Vision
Machine Learning
Automotive
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Citations & Impact
All-time
Citations
518
H-index
14
i10-index
15
Publications
20
Co-authors
18
list available
Contact
No contact links provided.
Publications
6 items
Sensor Generalization for Adaptive Sensing in Event-based Object Detection via Joint Distribution Training
2026
Cited
0
LiREC-Net: A Target-Free and Learning-Based Network for LiDAR, RGB, and Event Calibration
2026
Cited
0
SF3D-RGB: Scene Flow Estimation from Monocular Camera and Sparse LiDAR
2026
Cited
0
SAILS: Segment Anything with Incrementally Learned Semantics for Task-Invariant and Training-Free Continual Learning
2026
Cited
0
CLoRA: Parameter-Efficient Continual Learning with Low-Rank Adaptation
2025
Cited
0
Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving Conditions
2025
Cited
0
Resume (English only)
Academic Achievements
Authored or co-authored 41 publications
Notable works include: 'CLoRA: Parameter-Efficient Continual Learning with Low-Rank Adaptation' (CoLLAs-2025)
'Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving Conditions' (ICPRAM-2025)
'Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation' (WACV-2025)
'AnonyNoise: Anonymizing Event Data with Smart Noise to Outsmart Re-Identification and Preserve Privacy' (WACV-2025)
'ShapeAug++: More Realistic Shape Augmentation for Event Data' (arXiv, 2024)
'CLEO: Continual Learning of Evolving Ontologies' (ECCV-2024)
Serves as reviewer for major conferences in computer vision, pattern recognition, robotics, and automotive fields
Co-authors
18 total
Didier Stricker
Professor for Computer Science, University Kaiserslautern
Oliver Wasenmüller
Professor, TH Mannheim
Ramy Battrawy
Unknown affiliation
Co-author 4
Co-author 5
Co-author 6
Shishir Muralidhara
German Research Center for Artificial Intelligence (DFKI)
Joost van de Weijer
Computer Vision Center, Universitat Autònoma de Barcelona
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