Veröffentlichungen "Müller, Leopold"

2025

Müller, Leopold ; Schwarz, Nina ; Böcking, Lars ; Bereczuk, Andreas ; Stagge, Hanno ; Kratsch, Wolfgang ; Kühl, Niklas:
Data-Centric Fine-Tuning of Small Language Models for Automatic Extraction of Technical Requirements.
In: IEEE Access. Bd. 13 (2025) . - S. 135301-135315.
ISSN 2169-3536
DOI: https://doi.org/10.1109/ACCESS.2025.3591739

Böcking, Lars ; Müller, Leopold ; Kühl, Niklas:
Utilizing Data Fingerprints for Privacy-Preserving Algorithm Selection in Time Series Classification : Performance and Uncertainty Estimation on Unseen Datasets.
In: Bui, Tung X. (Hrsg.): Proceedings of the 58th Hawaii International Conference on System Sciences (HICSS). - Waikoloa, Hawaii : University of Hawaii Press , 2025
ISBN 978-0-9981331-8-8

2024

Müller, Leopold ; Hemmer, Patrick ; Queisner, Moritz ; Sauer, Igor ; Allmendinger, Simeon ; Jakubik, Johannes ; Vössing, Michael ; Kühl, Niklas:
Redefining the Laparoscopic Spatial Sense: AI-Based Intra- and Postoperative Measurement from Stereoimages.
2024
Veranstaltung: The 38th Annual AAAI Conference on Artificial Intelligence , February 20-27, 2024 , Vancouver, Canada.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Vortrag mit Paper )

Allmendinger, Simeon ; Hemmer, Patrick ; Queisner, Moritz ; Sauer, Igor ; Müller, Leopold ; Jakubik, Johannes ; Vössing, Michael ; Kühl, Niklas:
Navigating the Synthetic Realm: Harnessing Diffusion-Based Models for Laparoscopic Text-to-Image Generation.
In: Shaban-Nejad, Arash ; Michalowski, Martin ; Bianco, Simone (Hrsg.): AI for Health Equity and Fairness : Leveraging AI to Address Social Determinants of Health. - Cham : Springer , 2024 . - S. 31-46
ISBN 978-3-031-63592-2
DOI: https://doi.org/10.1007/978-3-031-63592-2_4