Full list on Google Scholar.

Preprints

	An Embedding is Worth a Thousand Noisy Labels Francesco Di Salvo, Sebastian Doerrich, Ines Rieger, Christian Ledig ArXiv preprint, 2024 [paper] [code]
	Rethinking Model Prototyping through the MedMNIST+ Dataset Collection Sebastian Doerrich, Francesco Di Salvo, Julius Brockmann, Christian Ledig ArXiv preprint, 2024 [paper] [code]

Publications

	Privacy-preserving datasets by capturing feature distributions with Conditional VAEs Francesco Di Salvo, David Tafler, Sebastian Doerrich, Christian Ledig British Machine Vision Conference 2024 (BMVC) [paper] [code]
	MedMNIST-C: Comprehensive benchmark and improved classifier robustness by simulating realistic image corruptions Francesco Di Salvo, Sebastian Doerrich, Christian Ledig Advancing Data Solutions in Medical Imaging AI 2024 (ADSMI @ MICCAI, Oral) [paper] [code]
	Self-supervised Vision Transformer are Scalable Generative Models for Domain Generalization Sebastian Doerrich, Francesco Di Salvo, Christian Ledig International Conference on Medical Image Computing and Computer Assisted Intervention 2024 (MICCAI) [paper] [code]
	Integrating kNN with Foundation Models for Adaptable and Privacy-aware image classification Sebastian Doerrich*, Tobias Archut*, Francesco Di Salvo, Christian Ledig International Symposium on Biomedical Imaging 2024 (ISBI) [paper] [code]
	unORANIC: Unsupervised Orthogonalization of Anatomy and Image-Characteristic Features Sebastian Doerrich, Francesco Di Salvo, Christian Ledig Machine Learning in Medical Imaging 2023 (MICCAI Workshop) [paper] [code]