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Florentin Bieder

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Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting

Mar 21, 2024
Alicia Durrer, Julia Wolleb, Florentin Bieder, Paul Friedrich, Lester Melie-Garcia, Mario Ocampo-Pineda, Cosmin I. Bercea, Ibrahim E. Hamamci, Benedikt Wiestler, Marie Piraud, Özgür Yaldizli, Cristina Granziera, Bjoern H. Menze, Philippe C. Cattin, Florian Kofler

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Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection

Mar 18, 2024
Julia Wolleb, Florentin Bieder, Paul Friedrich, Peter Zhang, Alicia Durrer, Philippe C. Cattin

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WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis

Feb 29, 2024
Paul Friedrich, Julia Wolleb, Florentin Bieder, Alicia Durrer, Philippe C. Cattin

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Diffusion Models for Memory-efficient Processing of 3D Medical Images

Mar 27, 2023
Florentin Bieder, Julia Wolleb, Alicia Durrer, Robin Sandkühler, Philippe C. Cattin

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Diffusion Models for Contrast Harmonization of Magnetic Resonance Images

Mar 14, 2023
Alicia Durrer, Julia Wolleb, Florentin Bieder, Tim Sinnecker, Matthias Weigel, Robin Sandkühler, Cristina Granziera, Özgür Yaldizli, Philippe C. Cattin

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Point Cloud Diffusion Models for Automatic Implant Generation

Mar 14, 2023
Paul Friedrich, Julia Wolleb, Florentin Bieder, Florian M. Thieringer, Philippe C. Cattin

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Position Regression for Unsupervised Anomaly Detection

Jan 19, 2023
Florentin Bieder, Julia Wolleb, Robin Sandkühler, Philippe C. Cattin

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The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models

Apr 06, 2022
Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe C. Cattin

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Diffusion Models for Medical Anomaly Detection

Mar 08, 2022
Julia Wolleb, Florentin Bieder, Robin Sandkühler, Philippe C. Cattin

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Diffusion Models for Implicit Image Segmentation Ensembles

Dec 27, 2021
Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe Valmaggia, Philippe C. Cattin

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