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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:
2025 2024 2023 2022 2021

2025

Autorinnen und Autoren Titel Erscheinungsjahr Metadaten exportieren
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

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
Väth, Philipp
Frühwald, Alexander M.
Paassen, Benjamin
Gregorová, Magda 		GradCheck: Analyzing classifier guidance gradients for conditional diffusion sampling 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
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

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

2021

Autorinnen und Autoren Titel Erscheinungsjahr Metadaten exportieren
Boget, Yoann
Gregorová, Magda
Kalousis, Alexandros 		Permutation Equivariant Generative Adversarial Networks for Graphs 2021 BibTeX RIS