Sebastian J. Vollmer
Scholar

Sebastian J. Vollmer

Google Scholar ID: WoqSEpYAAAAJ
University of Kaiserslautern/DFKI
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Citations & Impact
All-time
Citations
5,503
 
H-index
27
 
i10-index
48
 
Publications
20
 
Co-authors
0
 
Publications
7 items
TypedBench: A Benchmark for Calibration, Framing Sensitivity, and Cost in System One Decision Models
2026
Cited
0
Walking the Score Manifold: Continuous-time Generative Dynamics on Learned Data Manifolds
2026
Cited
0
CLAM: Causal Spatial Disaggregation to Infer Local Effects From Coarse Data
2026
Cited
0
Orca: Neural Operators for Causal Reasoning in Continuous Time
2026
Cited
0
Calibrated Preference Learning: The Case of Label Ranking
2026
Cited
0
Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs
2025
Cited
0
Physics-Constrained Fine-Tuning of Flow-Matching Models for Generation and Inverse Problems
2025
Cited
0
Resume
Academic Achievements
  • Engages in a variety of projects and initiatives aimed at bringing scientific research and industry development together, particularly in the field of artificial intelligence.
Research Experience
  • Focused on tackling pressing, wide-reaching societal issues, developing tools and know-how to deepen understanding of data science and improve standards within the domain.
Background
  • A team of scientists united by the goal of advancing data science methods and tools, working with both academia and industry to develop innovative data science solutions.
Miscellany
  • Open to inquiries from researchers, students, or industry partners interested in collaboration. Contact information provided for further communication.