Stephan Bialonski

17 papers Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
AIxcellent Vibes at GermEval 2025 Shared Task on Candy Speech Detection: Improving Model Performance by Span-Level Training.
CoRR
Christian Rene Thelen, Patrick Gustav Blaneck, Tobias Bornheim, Niklas Grieger, Stephan Bialonski
2025 J jnl
AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts.
CoRR
Niklas Grieger, Jannik Raskob, Siamak Mehrkanoon, Stephan Bialonski
2025 J jnl
Data-Efficient Sleep Staging with Synthetic Time Series Pretraining.
Algorithms
Niklas Grieger, Siamak Mehrkanoon, Stephan Bialonski
2025 J jnl
From Sleep Staging to Spindle Detection: Evaluating End-to-End Automated Sleep Analysis.
CoRR
Niklas Grieger, Siamak Mehrkanoon, Philipp Ritter, Stephan Bialonski
2024 J jnl
Data-Efficient Sleep Staging with Synthetic Time Series Pretraining.
CoRR
Niklas Grieger, Siamak Mehrkanoon, Stephan Bialonski
2024 J jnl
Detecting Sexism in German Online Newspaper Comments with Open-Source Text Embeddings (Team GDA, GermEval2024 Shared Task 1: GerMS-Detect, Subtasks 1 and 2, Closed Track).
CoRR
Florian Bremm, Patrick Gustav Blaneck, Tobias Bornheim, Niklas Grieger, Stephan Bialonski
2023 J jnl
Speaker attribution in German parliamentary debates with QLoRA-adapted large language models.
CoRR
Tobias Bornheim, Niklas Grieger, Patrick Gustav Blaneck, Stephan Bialonski
2022 — conf
Automatic Readability Assessment of German Sentences with Transformer Ensembles.
GermEval@KONVENS
Patrick Gustav Blaneck, Tobias Bornheim, Niklas Grieger, Stephan Bialonski
2022 J jnl
Automatic Readability Assessment of German Sentences with Transformer Ensembles.
CoRR
Patrick Gustav Blaneck, Tobias Bornheim, Niklas Grieger, Stephan Bialonski
2022 J jnl
SUMO: Advanced sleep spindle identification with neural networks.
CoRR
Lars Kaulen, Justus T. C. Schwabedal, Jules Schneider, Philipp Ritter, Stephan Bialonski
2021 J jnl
Automated scoring of pre-REM sleep in mice with deep learning.
CoRR
Niklas Grieger, Justus T. C. Schwabedal, Stefanie Wendel, Yvonne Ritze, Stephan Bialonski
2021 — conf
FHAC at GermEval 2021: Identifying German toxic, engaging, and fact-claiming comments with ensemble learning.
GermEval@KONVENS
Tobias Bornheim, Niklas Grieger, Stephan Bialonski
2021 J jnl
FHAC at GermEval 2021: Identifying German toxic, engaging, and fact-claiming comments with ensemble learning.
CoRR
Tobias Bornheim, Niklas Grieger, Stephan Bialonski
2018 J jnl
Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning.
CoRR
Justus T. C. Schwabedal, Daniel Sippel, Moritz D. Brandt, Stephan Bialonski
2013 J jnl
Assortative mixing in functional brain networks during epileptic seizures.
CoRR
Stephan Bialonski, Klaus Lehnertz
2012 J jnl
Unraveling Spurious Properties of Interaction Networks with Tailored Random Networks
CoRR
Stephan Bialonski, Martin Wendler, Klaus Lehnertz
2011 J jnl
From brain to earth and climate systems: Small-world interaction networks or not?
CoRR
Stephan Bialonski, Marie-Therese Horstmann, Klaus Lehnertz