Bieder, Florentin
- Diffusion Models for Medical Anomaly Detection
2022/03/08 by Wolleb, Julia, Bieder, Florentin, Sandkühler, Robin +1 · 20 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Diffusion Models for Implicit Image Segmentation Ensembles
2021/12/06 by Julia Wolleb, Wolleb, Julia, Robin Sandkühler +7 · 15 citations
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Medical Image Segmentation Techniques
- Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting
2024/03/21 by Durrer, Alicia, Wolleb, Julia, Bieder, Florentin +12 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models
2022/04/06 by Julia Wolleb, Robin Sandkühler, Wolleb, Julia +5 · 3 citations
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Generative Adversarial Networks and Image Synthesis #Advanced Neuroimaging Techniques and Applications
- Comparison of Methods Generalizing Max- and Average-Pooling
2021/03/02 by Florentin Bieder, Bieder, Florentin, Robin Sandkühler +3 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
- Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection
2024/03/18 by Julia Wolleb, Wolleb, Julia, Florentin Bieder +9 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Neural Networks and Applications #electronic engineering #information engineering
- Diffusion Models for Contrast Harmonization of Magnetic Resonance Images
2023/03/14 by Durrer, Alicia, Wolleb, Julia, Bieder, Florentin +6 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis
2021/10/13 by Wolleb, Julia, Sandkühler, Robin, Bieder, Florentin +7 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MedFuncta: A Unified Framework for Learning Efficient Medical Neural Fields
2025/02/20 by Friedrich, Paul, Bieder, Florentin, McGinnis, Julian +3 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting
2025/07/17 by Alicia Durrer, Florentin Bieder, Durrer, Alicia +9 · 2 citations
Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering