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2020 – today
- 2024
[c3]Sebastian Doerrich, Tobias Archut, Francesco Di Salvo, Christian Ledig:
Integrating kNN with Foundation Models for Adaptable and Privacy-Aware Image Classification. ISBI 2024: 1-5- [c2]Sebastian Doerrich, Francesco Di Salvo, Christian Ledig:
Self-supervised Vision Transformer are Scalable Generative Models for Domain Generalization. MICCAI (10) 2024: 644-654 - [i8]Sebastian Doerrich, Tobias Archut, Francesco Di Salvo, Christian Ledig:
Integrating kNN with Foundation Models for Adaptable and Privacy-Aware Image Classification. CoRR abs/2402.12500 (2024) - [i7]Sebastian Doerrich, Francesco Di Salvo, Julius Brockmann, Christian Ledig:
Rethinking Model Prototyping through the MedMNIST+ Dataset Collection. CoRR abs/2404.15786 (2024) - [i6]Francesco Di Salvo, Sebastian Doerrich, Christian Ledig:
MedMNIST-C: Comprehensive benchmark and improved classifier robustness by simulating realistic image corruptions. CoRR abs/2406.17536 (2024) - [i5]Sebastian Doerrich, Francesco Di Salvo, Christian Ledig:
Self-supervised Vision Transformer are Scalable Generative Models for Domain Generalization. CoRR abs/2407.02900 (2024) - [i4]Francesco Di Salvo, David Tafler, Sebastian Doerrich, Christian Ledig:
Privacy-preserving datasets by capturing feature distributions with Conditional VAEs. CoRR abs/2408.00639 (2024) - [i3]Francesco Di Salvo, Sebastian Doerrich, Ines Rieger, Christian Ledig:
An Embedding is Worth a Thousand Noisy Labels. CoRR abs/2408.14358 (2024) - [i2]Sebastian Doerrich, Francesco Di Salvo, Christian Ledig:
Unsupervised Feature Orthogonalization for Learning Distortion-Invariant Representations. CoRR abs/2409.12276 (2024) - 2023
- [c1]Sebastian Doerrich
, Francesco Di Salvo, Christian Ledig:
unORANIC: Unsupervised Orthogonalization of Anatomy and Image-Characteristic Features. MLMI@MICCAI (1) 2023: 62-71 - [i1]Sebastian Doerrich, Francesco Di Salvo, Christian Ledig:
unORANIC: Unsupervised Orthogonalization of Anatomy and Image-Characteristic Features. CoRR abs/2308.15507 (2023)
Coauthor Index
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