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Sebastian Doerrich

An Embedding is Worth a Thousand Noisy Labels

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Aug 26, 2024
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Privacy-preserving datasets by capturing feature distributions with Conditional VAEs

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Aug 01, 2024
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Self-supervised Vision Transformer are Scalable Generative Models for Domain Generalization

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Jul 03, 2024
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MedMNIST-C: Comprehensive benchmark and improved classifier robustness by simulating realistic image corruptions

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Jun 26, 2024
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Rethinking Model Prototyping through the MedMNIST+ Dataset Collection

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Apr 24, 2024
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Integrating kNN with Foundation Models for Adaptable and Privacy-Aware Image Classification

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Feb 19, 2024
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unORANIC: Unsupervised Orthogonalization of Anatomy and Image-Characteristic Features

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Aug 29, 2023
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