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Sebastian Josef Vollmer
Principal Researcher, German Research Center for AI
Full Professor, University of Kaiserslautern
Joined
May 2021
Names
Sebastian Josef Vollmer
(Preferred)
,
Sebastian J Vollmer
,
Sebastian J. Vollmer
,
Sebastian Vollmer
Emails
****@warwick.ac.uk
(Confirmed)
,
****@dfki.de
(Confirmed)
,
****@cs.uni-kl.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Principal Researcher
German Research Center for AI
(dfki.de)
2021
–
Present
Full Professor
University of Kaiserslautern
(rptu.de)
2021
–
Present
Associate Professor
The university of Warwick
(warwick.ac.uk)
2016
–
2022
Fellow
Alan Turing Institute
(turing.ac.uk)
2018
–
2021
Advisors, Relations & Conflicts
PhD Advisee
Harry Wilde
2019
–
Present
Postdoc Advisor
Arnaud
2013
–
2016
Postdoc Advisor
Yee whye Teh
2013
–
2016
PhD Advisor
Andrew Stuart
2010
–
2013
PhD Advisor
Martin Hairer
2010
–
2013
Expertise
LLMs
2023
–
Present
reinforcement learning
2022
–
Present
Bayesian Machine Learning
2011
–
Present
Publications
Physics-Informed Residual Flows
Jephte Abijuru
,
Mayank Nagda
,
Phil Ostheimer
,
Sebastian Josef Vollmer
,
Marius Kloft
,
Sophie Fellenz
ICML 2026
Readers:
Everyone
Heavy-tailed Physics-Informed Neural Networks
Jephte Abijuru
,
Mayank Nagda
,
Phil Ostheimer
,
Jan Tauberschmidt
,
Sebastian Josef Vollmer
,
Stephan Mandt
,
Marius Kloft
,
Sophie Fellenz
ICML 2026
Readers:
Everyone
Linear-LLM-SCM: Benchmarking LLMs for Coefficient Elicitation in Linear-Gaussian Causal Models
Kanta Yamaoka
,
Sumantrak Mukherjee
,
Thomas Gärtner
,
David Antony Selby
,
Stefan Konigorski
,
Eyke Hüllermeier
,
Viktor Bengs
,
Sebastian Josef Vollmer
SD4H ICML 2026 Poster
Readers:
Everyone
Benchmarking Missing Data Imputation Methods in Socioeconomic Surveys
Siyi Sun
,
David Antony Selby
,
Yunchuan Huang
,
Ayush Patnaik
,
Sebastian Josef Vollmer
,
Seth Flaxman
,
Anisoara Calinescu
Accepted by TMLR
Readers:
Everyone
SQUID: A Bayesian Approach for Physics-Informed Event Modeling
Sumantrak Mukherjee
,
Sebastian Josef Vollmer
,
Gerrit Großmann
DiffSys 2025
Readers:
Everyone
Physics-Informed Residual Flows
Jephte Abijuru
,
Mayank Nagda
,
Phil Ostheimer
,
Jan C. Aurich
,
Sebastian Josef Vollmer
,
Marius Kloft
,
Sophie Fellenz
DiffSys 2025
Readers:
Everyone
Formally Exploring Time-Series Anomaly Detection Evaluation Metrics
Dennis Wagner
,
Arjun Nair
,
Billy Joe Franks
,
Justus Arweiler
,
Aparna Muraleedharan
,
Indra Jungjohann
,
Fabian Hartung
,
Andriy Balinskyy
,
Saurabh Varshneya
,
Mayank Chetan Ahuja
,
Nabeel Hussain Syed
,
Mayank Nagda
,
Philipp Liznerski
,
Steffen Reithermann
,
Maja Rudolph
,
Sebastian Josef Vollmer
,
Ralf Schulz
,
Torsten Katz
,
Stephan Mandt
,
Michael Bortz
et al. (7 additional authors not shown)
AISTATS 2026 Poster
Readers:
Everyone
Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs
Sary Elmansoury
,
Islam Mesabah
,
Gerrit Großmann
,
Peter Neigel
,
Raj Bhalwankar
,
Daniel Kondermann
,
Sebastian Josef Vollmer
ICLR 2026 Conference Desk Rejected Submission
Readers:
Everyone
Physics-informed Residual Flows
Jephte Abijuru
,
Mayank Nagda
,
Phil Ostheimer
,
Sebastian Josef Vollmer
,
Marius Kloft
,
Sophie Fellenz
Submitted to ICLR 2026
Readers:
Everyone
Physics-Constrained Fine-Tuning of Flow-Matching Models for Generation and Inverse Problems
Jan Tauberschmidt
,
Sophie Fellenz
,
Sebastian Josef Vollmer
,
Andrew B. Duncan
ICLR 2026 Poster
Readers:
Everyone
View all 47 publications
Co-Authors
Adrian Jonas
Alan Mishler
Alastair K. Denniston
Alexandre H. Thiéry
Alvaro Cabres Egea
Andrea Sipka
Andreas Bender
Andrew B. Duncan
Andriy Balinskyy
Anisoara Calinescu
Anthony D. Blaom
Aparna Muraleedharan
Archana Warrier
Arjun Nair
Arnaud Doucet
Ashrya Agrawal
Asmita Sengupta
Ayush Patnaik
Balaji Lakshminarayanan
Bernd Bischl
Bilal A. Mateen
Billy Joe Franks
Cambridge Yang
Catalina A. Vallejos
Catherine Lawrence
View all 158 co-authors