Marcel Knopp

According to our database, Marcel Knopp authored at least 4 papers in 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

6 Fingers, 1 Kidney: Natural Adversarial Medical Images Reveal Critical Weaknesses of Vision-Language Models.

Leon D. Mayer, Piotr Kalinowski, Caroline Ebersbach, Marcel Knopp, Tim Rädsch, Evangelia Christodoulou, Annika Reinke, Fiona R. Kolbinger, Lena Maier-Hein

CoRR, December, 2025

Shortcut learning leads to sex bias in deep learning models for photoacoustic tomography.

Marcel Knopp, Christoph J. Bender, Niklas Holzwarth, Yi Li, Julius Kempf, Milenko Caranovic, Ferdinand Knieling, Werner Lang, Ulrich Rother, Alexander Seitel, Lena Maier-Hein, Kris K. Dreher

Int. J. Comput. Assist. Radiol. Surg., July, 2025

Challenging Vision-Language Models with Surgical Data: A New Dataset and Broad Benchmarking Study.

Leon D. Mayer, Tim Rädsch, Dominik Michael, Lucas Luttner, Amine Yamlahi, Evangelia Christodoulou, Patrick Godau, Marcel Knopp, Annika Reinke, Fiona R. Kolbinger, Lena Maier-Hein

CoRR, June, 2025

Bridging vision language model (VLM) evaluation gaps with a framework for scalable and cost-effective benchmark generation.

Tim Rädsch, Leon D. Mayer, Simon Pavicic, A. Emre Kavur, Marcel Knopp, Baris Öztürk, Klaus H. Maier-Hein, Paul F. Jaeger, Fabian Isensee, Annika Reinke, Lena Maier-Hein

CoRR, February, 2025