Francesco Di Salvo

19 papers A 1Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
HypCBC: Domain-Invariant Hyperbolic Cross-Branch Consistency for Generalizable Medical Image Analysis.
CoRR
Francesco Di Salvo, Sebastian Doerrich, Jonas Alle, Christian Ledig
2026 J jnl
HypCBC: Domain-Invariant Hyperbolic Cross-Branch Consistency for Generalizable Medical Image Analysis.
Trans. Mach. Learn. Res.
Francesco Di Salvo, Sebastian Doerrich, Jonas Alle, Christian Ledig
2026 J jnl
Stylizing ViT: Anatomy-Preserving Instance Style Transfer for Domain Generalization.
CoRR
Sebastian Doerrich, Francesco Di Salvo, Jonas Alle, Christian Ledig
2025 J jnl
An Embedding is Worth a Thousand Noisy Labels.
Trans. Mach. Learn. Res.
Francesco Di Salvo, Sebastian Doerrich, Ines Rieger, Christian Ledig
2025 — conf
Embedding-Based Federated Data Sharing via Differentially Private Conditional VAEs.
MICCAI (14)
Francesco Di Salvo, Hanh Huyen My Nguyen, Christian Ledig
2025 J jnl
Embedding-Based Federated Data Sharing via Differentially Private Conditional VAEs.
CoRR
Francesco Di Salvo, Hanh Huyen My Nguyen, Christian Ledig
2024 J jnl
An Embedding is Worth a Thousand Noisy Labels.
CoRR
Francesco Di Salvo, Sebastian Doerrich, Ines Rieger, Christian Ledig
2024 — conf
Integrating kNN with Foundation Models for Adaptable and Privacy-Aware Image Classification.
ISBI
Sebastian Doerrich, Tobias Archut, Francesco Di Salvo, Christian Ledig
2024 J jnl
Integrating kNN with Foundation Models for Adaptable and Privacy-Aware Image Classification.
CoRR
Sebastian Doerrich, Tobias Archut, Francesco Di Salvo, Christian Ledig
2024 J jnl
MedMNIST-C: Comprehensive benchmark and improved classifier robustness by simulating realistic image corruptions.
CoRR
Francesco Di Salvo, Sebastian Doerrich, Christian Ledig
2024 A conf
Privacy-preserving datasets by capturing feature distributions with Conditional VAEs.
BMVC
Francesco Di Salvo, David Tafler, Sebastian Doerrich, Christian Ledig
2024 J jnl
Privacy-preserving datasets by capturing feature distributions with Conditional VAEs.
CoRR
Francesco Di Salvo, David Tafler, Sebastian Doerrich, Christian Ledig
2024 J jnl
Rethinking Model Prototyping through the MedMNIST+ Dataset Collection.
CoRR
Sebastian Doerrich, Francesco Di Salvo, Julius Brockmann, Christian Ledig
2024 — conf
Self-supervised Vision Transformer are Scalable Generative Models for Domain Generalization.
MICCAI (10)
Sebastian Doerrich, Francesco Di Salvo, Christian Ledig
2024 J jnl
Self-supervised Vision Transformer are Scalable Generative Models for Domain Generalization.
CoRR
Sebastian Doerrich, Francesco Di Salvo, Christian Ledig
2024 — conf
Unsupervised Feature Orthogonalization for Learning Distortion-Invariant Representations.
BMVC Workshops
Sebastian Doerrich, Francesco Di Salvo, Christian Ledig
2024 J jnl
Unsupervised Feature Orthogonalization for Learning Distortion-Invariant Representations.
CoRR
Sebastian Doerrich, Francesco Di Salvo, Christian Ledig
2023 — conf
unORANIC: Unsupervised Orthogonalization of Anatomy and Image-Characteristic Features.
MLMI@MICCAI (1)
Sebastian Doerrich, Francesco Di Salvo, Christian Ledig
2023 J jnl
unORANIC: Unsupervised Orthogonalization of Anatomy and Image-Characteristic Features.
CoRR
Sebastian Doerrich, Francesco Di Salvo, Christian Ledig