Sebastian Stober

About Sebastian Stober

Sebastian Stober, With an exceptional h-index of 22 and a recent h-index of 16 (since 2020), a distinguished researcher at Otto-von-Guericke-Universität Magdeburg, specializes in the field of Deep Learning, Music Information Retrieval, Cognitive Neuroscience, Adaptive Systems, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Guidance to Noise Simulation in X-ray Imaging

Active Learning with the nnUNet and Sample Selection with Uncertainty-Aware Submodular Mutual Information Measure

Exploration of interpretability techniques for deep covid-19 classification using chest x-ray images

Curriculum Workshops As A Method Of Interdisciplinary Curriculum Development: A Case Study For Artificial Intelligence In Engineering

Trustworthy Academic Risk Prediction with Explainable Boosting Machines

Emo-StarGAN: A Semi-Supervised Any-to-Many Non-Parallel Emotion-Preserving Voice Conversion

Deep learning based tomosynthesis denoising: a bias investigation across different breast types

Planning Interdisciplinary Artificial Intelligence Courses For Engineering Students

Sebastian Stober Information

University

Position

Artificial Intelligence Lab @

Citations(all)

1808

Citations(since 2020)

1106

Cited By

1084

hIndex(all)

22

hIndex(since 2020)

16

i10Index(all)

42

i10Index(since 2020)

22

Email

University Profile Page

Otto-von-Guericke-Universität Magdeburg

Google Scholar

View Google Scholar Profile

Sebastian Stober Skills & Research Interests

Deep Learning

Music Information Retrieval

Cognitive Neuroscience

Adaptive Systems

Machine Learning

Top articles of Sebastian Stober

Title

Journal

Author(s)

Publication Date

Guidance to Noise Simulation in X-ray Imaging

Dominik Eckert

Magdalena Herbst

Julia Wicklein

Christopher Syben

Ludwig Ritschl

...

2024/2/20

Active Learning with the nnUNet and Sample Selection with Uncertainty-Aware Submodular Mutual Information Measure

Bernhard Föllmer

Kenrick Schulze

Christian Wald

Sebastian Stober

Wojciech Samek

...

2024/2/13

Exploration of interpretability techniques for deep covid-19 classification using chest x-ray images

Journal of Imaging

Soumick Chatterjee

Fatima Saad

Chompunuch Sarasaen

Suhita Ghosh

Valerie Krug

...

2024/2

Curriculum Workshops As A Method Of Interdisciplinary Curriculum Development: A Case Study For Artificial Intelligence In Engineering

Johannes SCHLEISS

Anke MANUKJAN

Michelle Ines BIEBER

Philipp POHLENZ

Sebastian STOBER

2023

Trustworthy Academic Risk Prediction with Explainable Boosting Machines

Vegenshanti Dsilva

Johannes Schleiss

Sebastian Stober

2023/6/26

Emo-StarGAN: A Semi-Supervised Any-to-Many Non-Parallel Emotion-Preserving Voice Conversion

arXiv preprint arXiv:2309.07586

Suhita Ghosh

Arnab Das

Yamini Sinha

Ingo Siegert

Tim Polzehl

...

2023/9/14

Deep learning based tomosynthesis denoising: a bias investigation across different breast types

Journal of Medical Imaging

Dominik Eckert

Julia Wicklein

Magdalena Herbst

Stephan Dwars

Ludwig Ritschl

...

2023/11/1

Planning Interdisciplinary Artificial Intelligence Courses For Engineering Students

Johannes Schleiss

Sebastian Stober

2023

StarGAN-VC++: Towards Emotion Preserving Voice Conversion Using Deep Embeddings

Arnab Das

Suhita Ghosh

Tim Polzehl

Ingo Siegert

Sebastian Stober

2023/6/15

CHIASM-Net: Artificial Intelligence-Based Direct Identification of Chiasmal Abnormalities in Albinism

Investigative Ophthalmology & Visual Science

Robert J Puzniak

Gokulraj T Prabhakaran

Rebecca J McLean

Sebastian Stober

Sarim Ather

...

2023/10/3

How reliable are posterior class probabilities in automatic music classification?

Hanna Lukashevich

Sascha Grollmisch

Jakob Abeßer

Sebastian Stober

Joachim Bös

2023/8/30

PI-RADS v2 Compliant Automated Segmentation of Prostate Zones Using co-training Motivated Multi-task Dual-Path CNN

arXiv preprint arXiv:2309.12970

Arnab Das

Suhita Ghosh

Sebastian Stober

2023/9/22

Modelling Canonical Computations in Brains and Machines with the Free Energy Principle

André Ofner

Sebastian Stober

Christopher L Buckley

Arthur Flexer

2023/7/20

AI course design planning framework: Developing domain-specific AI education courses

Education Sciences

Johannes Schleiss

Matthias Carl Laupichler

Tobias Raupach

Sebastian Stober

2023/9/19

Visualizing deep neural networks with topographic activation maps

HHAI 2023: Augmenting Human Intellect: Proceedings of the Second International Conference on Hybrid Human-Artificial Intelligence

P Lukowicz

2023/7/7

Improving voice conversion for dissimilar speakers using perceptual losses

Deutsche Gesellschaft für Akustik eV

Suhita Ghosh

Yamini Sinha

Ingo Siegert

Sebastian Stober

2023

Improving Embeddings in Harmony Transformer

Maral Ebrahimzadeh

Valerie Krug

Sebastian Stober

2023/11/5

Active multitask learning with uncertainty‐weighted loss for coronary calcium scoring

Medical Physics

Bernhard Föllmer

Federico Biavati

Christian Wald

Sebastian Stober

Jackie Ma

...

2022/11

An interdisciplinary competence profile for AI in engineering

Johannes Schleiss

Michelle Bieber

Anke Manukjan

Lars Kellner

Sebastian Stober

2022

Deep learning based denoising of mammographic x-ray images: an investigation of loss functions and their detail-preserving properties

Dominik Eckert

Ludwig Ritschl

Magdalena Herbst

Julia Wicklein

Sulaiman Vesal

...

2022/4/4

See List of Professors in Sebastian Stober University(Otto-von-Guericke-Universität Magdeburg)

Co-Authors

H-index: 120
Adrian M. Owen

Adrian M. Owen

Western University

H-index: 52
Markus Schedl

Markus Schedl

Johannes Kepler Universität Linz

H-index: 46
Raimund Dachselt

Raimund Dachselt

Technische Universität Dresden

H-index: 45
Emilia Gómez

Emilia Gómez

Universidad Pompeu Fabra

H-index: 37
Jessica Grahn

Jessica Grahn

Western University

academic-engine