Effortless Vision-Language Model Specialization in Histopathology without Annotation

Qiu J, Jain N, Ammeling J, Aubreville M, Breininger K (2025)

Publication Type: Journal article

Publication year: 2025

Journal

arXiv arXiv.org

Original Authors: Jingna Qiu, Nishanth Jain, Jonas Ammeling, Marc Aubreville, Katharina Breininger

DOI: 10.48550/arXiv.2508.07835

Authors with CRIS profile

Jingna Qiu Department Artificial Intelligence in Biomedical Engineering (AIBE) Jonas Ammeling Department Artificial Intelligence in Biomedical Engineering (AIBE) Marc Aubreville Lehrstuhl für Informatik 14 (Bild- und Sprachverarbeitung) (LME) Katharina Breininger Department Artificial Intelligence in Biomedical Engineering (AIBE)

Additional Organisation(s)

Sonderforschungsbereich 1540/1 - Erforschung der Mechanik des Gehirns (EBM): Verständnis, Engineering und Nutzung mechanischer Eigenschaften und Signale in der Entwicklung, Physiologie und Pathologie des zentralen Nervensystems

How to cite

APA:

Qiu, J., Jain, N., Ammeling, J., Aubreville, M., & Breininger, K. (2025). Effortless Vision-Language Model Specialization in Histopathology without Annotation. arXiv. https://doi.org/10.48550/arXiv.2508.07835

MLA:

Qiu, Jingna, et al. "Effortless Vision-Language Model Specialization in Histopathology without Annotation." arXiv (2025).

BibTeX: Download