4 papers
PromptPilot: Improving Human-AI Collaboration Through LLM-Enhanced Prompt Engineering
Niklas Gutheil, Valentin Mayer, Leopold Müller +2
Effective prompt engineering is critical to realizing the promised productivity gains of large language models (LLMs) in knowledge-intensive tasks. Yet, many users struggle to craf…
Do Edges Matter? Investigating Edge-Enhanced Pre-Training for Medical Image Segmentation
Paul Zaha, Lars Böcking, Simeon Allmendinger +2
Medical image segmentation is crucial for disease diagnosis and treatment planning, yet developing robust segmentation models often requires substantial computational resources and…
Evaluating Adversarial Attacks on Traffic Sign Classifiers beyond Standard Baselines
Svetlana Pavlitska, Leopold Müller, J. Marius Zöllner
Adversarial attacks on traffic sign classification models were among the first successfully tried in the real world. Since then, the research in this area has been mainly restricte…
Redefining the Laparoscopic Spatial Sense: AI-based Intra- and Postoperative Measurement from Stereoimages
Leopold Müller, Patrick Hemmer, Moritz Queisner +5
A significant challenge in image-guided surgery is the accurate measurement task of relevant structures such as vessel segments, resection margins, or bowel lengths. While this tas…