Publications "Müller, Leopold"

Article in a journal

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. Vol. 13 (2025) . - pp. 135301-135315.
ISSN 2169-3536
DOI: https://doi.org/10.1109/ACCESS.2025.3591739

Article in a book

Zaha, Paul ; Allmendinger, Simeon ; Böcking, Lars ; Müller, Leopold ; Kühl, Niklas:
Do Edges Matter? Investigating Edge-Enhanced Pre-Training for Medical Image Segmentation.
In: Data Engineering in Medical Imaging : Third MICCAI Workshop, DEMI 2025, Held in Conjunction with MICCAI 2025 ; Proceedings. - Cham : Springer , 2025 . - pp. 64-74 . - (Lecture Notes in Computer Science ; 16191 )
ISBN 978-3-032-08008-0
DOI: https://doi.org/10.1007/978-3-032-08009-7_7

Gutheil, Niklas ; Mayer, Valentin ; Müller, Leopold ; Römmelt, Jörg ; Kühl, Niklas:
PromptPilot : Improving Human-AI Collaboration Through LLM-Enhanced Prompt Engineering.
In: Proceedings of the 46th International Conference on Information Systems (ICIS). - Nashville, USA , 2025

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. (ed.): Proceedings of the 58th Hawaii International Conference on System Sciences (HICSS). - Waikoloa, Hawaii : University of Hawaii Press , 2025
ISBN 978-0-9981331-8-8

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 (ed.): AI for Health Equity and Fairness : Leveraging AI to Address Social Determinants of Health. - Cham : Springer , 2024 . - pp. 31-46
ISBN 978-3-031-63592-2
DOI: https://doi.org/10.1007/978-3-031-63592-2_4

Conference item

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
Event: The 38th Annual AAAI Conference on Artificial Intelligence , February 20-27, 2024 , Vancouver, Canada.
(Conference item: Conference , Speech with paper )
DOI: https://doi.org/10.1609/aaai.v38i21.30334