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Sabrina Schmedding
Researcher, AI Research / Corporate Research, Robert Bosch GmbH, Bosch
Joined
September 2019
Names
Sabrina Schmedding
(Preferred)
,
Sabrina Hoppe
Emails
****@de.bosch.com
(Confirmed)
,
****@de.bosch.com
(Confirmed)
,
****@gmx.de
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
Researcher
AI Research / Corporate Research,
Robert Bosch GmbH, Bosch
(de.bosch.com)
2019
–
Present
PhD student
Corporate Research,
Robert Bosch GmbH, Bosch
(de.bosch.com)
2016
–
2019
PhD student
IPVS,
Universität Stuttgart
(uni-stuttgart.de)
2016
–
2019
PhD student
Computer Vision and Machine Learning,
Saarland Informatics Campus, Max-Planck Institute
(mpi-inf.mpg.de)
2014
–
2016
MS student
Cognitive Science,
University of Edinburgh
(edinburgh.org)
2013
–
2014
Advisors, Relations & Conflicts
PhD Advisee
Ruyu Wang
2020
–
2025
Coauthor
Marco Huber
2020
–
2025
PhD Advisor
Marc Toussaint
2016
–
2021
PhD Advisor
Andreas Bulling
2014
–
2016
Expertise
anomaly detection
,
outlier detection
Present
generative AI
,
image generation
,
defect generation
,
data augmentation
Present
industrial applications
,
production
,
industrial data analytics
2016
–
Present
Publications
STAY Diffusion: Styled Layout Diffusion Model for Diverse Layout-to-Image Generation
Ruyu Wang
,
Xuefeng Hou
,
Sabrina Schmedding
,
Marco F. Huber
CoRR 2025
Readers:
Everyone
Uncertainty-aware Evaluation of Auxiliary Anomalies with the Expected Anomaly Posterior
Lorenzo Perini
,
Maja Rudolph
,
Sabrina Schmedding
,
Chen Qiu
Trans. Mach. Learn. Res. 2025
Readers:
Everyone
Uncertainty-aware Evaluation of Auxiliary Anomalies with the Expected Anomaly Posterior
Lorenzo Perini
,
Maja Rudolph
,
Sabrina Schmedding
,
Chen Qiu
Accepted by TMLR
Readers:
Everyone
The e-Bike motor assembly: Towards advanced robotic manipulation for flexible manufacturing
Leonel Rozo
,
Andras G. Kupcsik
,
Philipp Schillinger
,
Meng Guo
,
Robert Krug
,
Niels van Duijkeren
,
Markus Spies
,
Patrick Kesper
,
Sabrina Hoppe
,
Hanna Ziesche
,
Mathias Bürger
,
Kai Oliver Arras
Robotics Comput. Integr. Manuf. 2024
Readers:
Everyone
Improving the Effectiveness of Deep Generative Data
Ruyu Wang
,
Sabrina Schmedding
,
Marco F. Huber
WACV 2024
Readers:
Everyone
Stabilizing deep Q-learning with Q-graph-based bounds
Sabrina Hoppe
,
Markus Giftthaler
,
Robert Krug
,
Marc Toussaint
Int. J. Robotics Res. 2023
Readers:
Everyone
Defect Transfer GAN: Diverse Defect Synthesis for Data Augmentation
Ruyu Wang
,
Sabrina Hoppe
,
Eduardo Monari
,
Marco F. Huber
CoRR 2023
Readers:
Everyone
View all 23 publications
Co-Authors
Andras G. Kupcsik
Andreas Bulling
Antti Oulasvirta
Chen Qiu
Daniel Hennes
Eduardo Monari
Gilles Bailly
Hanna Ziesche
Kai Oliver Arras
Leonel Rozo
Lorenzo Perini
Maja Rudolph
Marc Toussaint
Marco F. Huber
Marco Huber
Maria Staudte
Markus Giftthaler
Markus Spies
Mathias Bürger
Meng Guo
Mohammad Mehdi Moniri
Niels van Duijkeren
Nikolina Koleva
Patrick Kesper
Philipp Schillinger
View all 32 co-authors