Sebastian Stober

Full Professor, Otto-von-Guericke-University Magdeburg

Joined

July 2019

Names

Sebastian Stober

Emails

****@ovgu.de (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

Otto-von-Guericke-University Magdeburg (ovgu.de)

2018 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

Alexander Koller

2016 – 2017

Postdoc Advisor

University of Western Ontario

2013 – 2015

PhD Advisor

Andreas Nürnberger

2006 – 2011

Expertise

Deep Learning

2012 – Present

Music Information Retrieval

2006 – Present

Neural Networks

2002 – Present

Publications

Probabilistic Heatmaps and Heteroscedastic Regression for Reliable Pectoral Muscle Segmentation in Mammography
Paul Zech, Christian Huemmer, Benjamin El-Zein, Christopher Syben, Ludwig Ritschl, Steffen Kappler, Sebastian Stober
- MIDL 2026 Poster
- Readers: Everyone
Guided Active Learning for Medical Image Segmentation
Bernhard Föllmer, Vladimir Serafimoski, Kenrick Schulze, Federico Biavati, Sebastian Stober, Wojciech Samek, Marc Dewey
- Crossref
- Readers: Everyone
Inference-Time Control of Tonal Tension in Symbolic Music Generation
Maral Ebrahimzadeh, Gilberto Bernardes, Sebastian Stober
- LLM4Music @ ISMIR 2025 Poster
- Readers: Everyone
Uncertainty-Aware Pectoral Muscle Segmentation Based on Heteroscedastic Regression
Paul Zech, Christian Huemmer, Christopher Syben, Ludwig Ritschl, Sebastian Stober
- MIDL 2025 - Short Papers
- Readers: Everyone
Relation of Activity and Confidence When Training Deep Neural Networks
Valerie Krug, Christopher Olson, Sebastian Stober
- Crossref
- Readers: Everyone
TransferLight: Zero-Shot Traffic Signal Control on any Road-Network
Johann Schmidt, Frank Dreyer, Sayed Abid Hashimi, Sebastian Stober
- MALTA 2025 Talk
- Readers: Everyone
Game-Based Assessment of Peripheral Neuropathy Combining Sensor-Equipped Insoles, Video Games, and AI: Proof-of-Concept Study (Preprint)
Antao Ming, Vera Clemens, Elisabeth Lorek, Janina Wall, Ahmad Alhajjar, Imke Galazky, Anne-Katrin Baum, Yang Li, Meng Li, Sebastian Stober, Nils David Mertens, Peter Rene Mertens
- Crossref
- Readers: Everyone
Game-Based Assessment of Peripheral Neuropathy Combining Sensor-Equipped Insoles, Video Games, and AI: Proof-of-Concept Study
Antao Ming, Vera Clemens, Elisabeth Lorek, Janina Wall, Ahmad Alhajjar, Imke Galazky, Anne-Katrin Baum, Yang Li, Meng Li, Sebastian Stober, Nils David Mertens, Peter Rene Mertens
- Journal of Medical Internet Research
- Readers: Everyone
T-DVAE: A Transformer-Based Dynamical Variational Autoencoder for Speech
Jan-Ole Perschewski, Sebastian Stober
- Crossref
- Readers: Everyone
Improving Voice Quality in Speech Anonymization With Just Perception-Informed Losses
Suhita Ghosh, Frank Dreyer, Tim Thiele, Frederic Lorbeer, Sebastian Stober
- Audio Imagination: NeurIPS 2024 Workshop
- Readers: Everyone

View all 25 publications

Co-Authors

View all 68 co-authors