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Research You Can Read


our research doesn’t just live in the lab

Our research doesn’t just live in the lab. It lives in journals, conferences, and ideas that move the field forward. Here you’ll find the work that keeps us up at night...

our publications

Veröffentlichungen nach Jahren:
2026 2025 2024 2023 2022 2021 2020

2026

Autorinnen und Autoren Titel Erscheinungsjahr Metadaten exportieren
Babu, Bibin
Agafonova, Iana
Biedermann, Sebastian
Yamshchikov, Ivan
Defamiliarization Attack: Literary Theory Enabled Discussion of LLM Safety 2026 BibTeX RIS
Henestrosa, Angelica
Grinbaum, Alexei
Yamshchikov, Ivan P.
The Human Oversight Fallacy–and What We Can Do About It 2026 BibTeX RIS
Lu, Zeyi
Henestrosa, Angelica
Chizhov, Pavel
Yamshchikov, Ivan P.
The Company You Keep: How LLMs Respond to Dark Triad Traits 2026 BibTeX RIS

2025

Autorinnen und Autoren Titel Erscheinungsjahr Metadaten exportieren
Paval, Sandro
Yamshchikov, Ivan P
Meißner, Pascal
ComicScene154: A Scene Dataset for Comic Analysis 2025 BibTeX RIS
Budnikov, Mikhail
Yamshchikov, Ivan
Transfer of Structural Knowledge from Synthetic Languages 2025 BibTeX RIS
Tikhonov, Alexey
Shteiner, Sergei
Bykova, Anna
Yamshchikov, Ivan P.
Smotrom tvoja på ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study 2025 BibTeX RIS
Cruz, Luís
Fernandes, João Paulo
Kirkeby, Maja H.
Martínez-Fernández, Silverio
Sallou, June
Anwar, Hina
Barba Roque, Enrique
Bogner, Justus
Castaño, Joel
Castor, Fernando
Chasmawala, Aadil
Cunha, Simão
Feitosa, Daniel
González, Alexandra
Jedlitschka, Andreas
Lago, Patricia
Muccini, Henry
Oprescu, Ana
Rani, Pooja
Saraiva, João
Sarro, Federica
Selvan, Raghavendra
Vaidhyanathan, Karthik
Verdecchia, Roberto
Yamshchikov, Ivan P.
Greening AI-enabled Systems with Software Engineering: A Research Agenda for Environmentally Sustainable AI Practices 2025 BibTeX RIS
Römisch, Johannes
Gorovaia, Svetlana
Halchynska, Mariia
Schmidt, Gleb
Yamshchikov, Ivan P.
Better Call Claude: Can LLMs Detect Changes of Writing Style? 2025 BibTeX RIS
Vaeth, Philipp
Kumar, Dibyanshu
Paassen, Benjamin
Gregorova, Magda
Diffusion Classifier Guidance for Non-robust Classifiers 2025 BibTeX RIS
Kumar, Dibyanshu
Vaeth, Philipp
Gregorova, Magda
Loss Functions in Diffusion Models: A Comparative Study 2025 BibTeX RIS
Werner, Max
Bullmann, Markus
Fetzer, Toni
Deinzer, Frank
Unified Probabilistic and Similarity-Based Position Estimation from Radio Observations 2025 BibTeX RIS
Werner, Max
Bullmann, Markus
Fetzer, Toni
Meißner, Pascal
Deinzer, Frank
Interpolation of Position Estimates for Radio Fingerprinting using Gaussian Process Regression 2025 BibTeX RIS

2024

Autorinnen und Autoren Titel Erscheinungsjahr Metadaten exportieren
Budnikov, Mikhail
Bykova, Anna
Yamshchikov, Ivan
Generalization potential of large language models 2024 BibTeX RIS
Fetzer, Toni
Bullmann, Markus
Kastner, Steffen
Deinzer, Frank
Grzegorzek, Marcin
Advancing Smartphone-based Indoor Positioning through Particle Distribution Optimization 2024 BibTeX RIS
Kastner, Steffen
Bullmann, Markus
Ebner, Markus
Fetzer, Toni
Deinzer, Frank
Grzegorzek, Marcin
Refinement of Sparsely Tagged Ground Truth Paths Using PDR and Particle Filter Smoothing 2024 BibTeX RIS
Heroth, Michael
Schmid, Helmut C.
Gregorová, Magda
Herrler, Rainer
Hofmann, Wilfried
Variational Autoencoder-Based Multiobjective Topology Optimization of Electrical Machines Using Vector Graphics 2024 BibTeX RIS
Benkert, Marius
Heroth, Michael
Herrler, Rainer
Gregorová, Magda
Schmid, Helmut C.
Variational autoencoder-based techniques for a streamlined cross-topology modeling and optimization workflow in electrical drives 2024 BibTeX RIS
Boget, Yoann
Gregorová, Magda
Kalousis, Alexandros
Discrete Graph Auto-Encoder 2024 BibTeX RIS
Ademola, Esther
Reich, Martin
Gregorová, Magda
An Investigative Study Exploring Machine Learning Approaches for Optimizing Deep Brain Stimulation Programming 2024 BibTeX RIS
Gouverneur, Philip Johannes Machine Learning Methods for Pain Investigation Using Physiological Signals 2024 BibTeX RIS
Väth, Philipp
Frühwald, Alexander M.
Paassen, Benjamin
Gregorová, Magda
GradCheck: Analyzing classifier guidance gradients for conditional diffusion sampling 2024 BibTeX RIS
Henselmeyer, Sylwia Short-Term Load Forecasting using Machine Learning Methods 2024 BibTeX RIS
Väth, Philipp
Frühwald, Alexander M.
Paassen, Benjamin
Gregorová, Magda
Generative Example-Based Explanations: Bridging the Gap between Generative Modeling and Explainability 2024 BibTeX RIS
Chizhov, Pavel
Arnett, Catherine
Korotkova, Elizaveta
Yamshchikov, Ivan P.
BPE Gets Picky: Efficient Vocabulary Refinement During Tokenizer Training 2024 BibTeX RIS

2023

Autorinnen und Autoren Titel Erscheinungsjahr Metadaten exportieren
Boget, Yoann
Gregorová, Magda
Kalousis, Alexandros
Vector-Quantized Graph Auto-Encoder 2023 BibTeX RIS
Väth, Philipp
Frühwald, Alexander M.
Paaßen, Benjamin
Gregorová, Magda
Diffusion-based Visual Counterfactual Explanations - Towards Systematic Quantitative Evaluation 2023 BibTeX RIS
Holomjova, Valerija
Starkey, Andrew J
Yun, Bruno
Meißner, Pascal
One-shot learning for task-oriented grasping 2023 BibTeX RIS
Huang, Xinyu Sensor-Based Sleep Stage Classification Using Deep Learning 2023 BibTeX RIS
Fetzer, Toni
Bullmann, Markus
Ebner, Markus
Kastner, Steffen
Deinzer, Frank
Grzegorzek, Marcin
Interacting Multiple Model Particle Filter for Indoor Positioning Applications 2023 BibTeX RIS
Fetzer, Toni
Ebner, Frank
Deinzer, Frank
Grzegorzek, Marcin
Using Barometer for Floor Assignation within Statistical Indoor Localization 2023 BibTeX RIS
Kastner, Steffen
Ebner, Markus
Bullmann, Markus
Fetzer, Toni
Deinzer, Frank
Grzegorzek, Marcin
SIMUL: Synchronized IMU Dataset of Walking People at Six Body Locations 2023 BibTeX RIS
Hoffmann, Raoul Analysing Data from Capacitive Floor Sensors for Human Gait Assessment Using Artificial Neural Networks 2023 BibTeX RIS
Yamshchikov, Ivan
Koltun, Vladyslav
Pump It - Twitter Sentiment Analysis for Cryptocurrency Price Prediction 2023 BibTeX RIS

2022

Autorinnen und Autoren Titel Erscheinungsjahr Metadaten exportieren
Boget, Yoann
Gregorová, Magda
Kalousis, Alexandros
Graph annotation generative adversarial networks 2022 BibTeX RIS
Boget, Yoann
Gregorová, Magda
Kalousis, Alexandros
GrannGAN: Graph annotation generative adversarial networks 2022 BibTeX RIS
Adeel Nisar, Muhammad Sensor-Based Human Activity Recognition for Assistive Health Technologies 2022 BibTeX RIS
Bullmann, Markus
Fetzer, Toni
Ebner, Markus
Kastner, Steffen
Deinzer, Frank
Grzegorzek, Marcin
Data Driven Sensor Model for Wi-Fi Fine Timing Measurement 2022 BibTeX RIS
Ebner, Markus
Fetzer, Toni
Bullmann, Markus
Kastner, Steffen
Deinzer, Frank
Grzegorzek, Marcin
PIPF: Proposal-Interpolating Particle Filter 2022 BibTeX RIS
Fetzer, Toni
Maier, Julian
Ebner, Markus
Bullmann, Markus
Deinzer, Frank
Digitales Spaghetti-Diagramm zur Laufweganalyse 2022 BibTeX RIS
Kastner, Steffen
Ebner, Markus
Bullmann, Markus
Fetzer, Toni
Deinzer, Frank
Grzegorzek, Marcin
Magnetic Signature Sensor Model for Accurate Short-Distance Localization 2022 BibTeX RIS
Gielinger, Sebastian
Bohn, Gunther
Deinzer, Frank
Linke, Andreas
Investigation of an inline inspection method for the examination of cylinder-like specular surfaces using deflectometry 2022 BibTeX RIS

2021

Autorinnen und Autoren Titel Erscheinungsjahr Metadaten exportieren
Boget, Yoann
Gregorová, Magda
Kalousis, Alexandros
Permutation Equivariant Generative Adversarial Networks for Graphs 2021 BibTeX RIS
Deinzer, Frank
Fetzer, Toni
Die Mischung macht’s: Mit KI und Augmented Reality die Welt immersiv erkunden 2021 BibTeX RIS
Li, Frédéric Deep Learning for Time-series Classification Enhanced by Transfer Learning Based on Sensor Modality Discrimination 2021 BibTeX RIS

2020

Autorinnen und Autoren Titel Erscheinungsjahr Metadaten exportieren
Ebner, Frank Smartphone-based 3D indoor localization and navigation 2020 BibTeX RIS