Florentin Bieder

36 papers Journal 21Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	3D CBCT Artefact Removal Using Perpendicular Score-Based Diffusion Models. CoRR Susanne Schaub, Florentin Bieder, Matheus L. Oliveira, Yulan Wang, Dorothea Dagassan-Berndt, Michael M. Bornstein, Philippe C. Cattin
2026	J	`jnl`	AutoFFS: Adversarial Deformations for Facial Feminization Surgery Planning. CoRR Paul Friedrich, Florentin Bieder, Florian M. Thieringer, Philippe C. Cattin
2025	—	`conf`	3D CBCT Artefact Removal Using Perpendicular Score-Based Diffusion Models. DGM4MICCAI@MICCAI Susanne Schaub, Florentin Bieder, Matheus L. Oliveira, Yulan Wang, Dorothea Dagassan-Berndt, Michael M. Bornstein, Philippe C. Cattin
2025	J	`jnl`	Conditional Graph Neural Network for Predicting Soft Tissue Deformation and Forces. CoRR Madina Kojanazarova, Florentin Bieder, Robin Sandkühler, Philippe C. Cattin
2025	J	`jnl`	MedFuncta: Modality-Agnostic Representations Based on Efficient Neural Fields. CoRR Paul Friedrich, Florentin Bieder, Philippe C. Cattin
2025	J	`jnl`	Optimizing Rank for High-Fidelity Implicit Neural Representations. CoRR Julian McGinnis, Florian A. Hölzl, Suprosanna Shit, Florentin Bieder, Paul Friedrich, Mark Mühlau, Bjoern H. Menze, Daniel Rueckert, Benedikt Wiestler
2025	J	`jnl`	TabINR: An Implicit Neural Representation Framework for Tabular Data Imputation. CoRR Vincent Ochs, Florentin Bieder, Sidaty El Hadramy, Paul Friedrich, Stephanie Taha-Mehlitz, Anas Taha, Philippe C. Cattin
2025	—	`conf`	Towards Diagnostic Quality Flat-Panel Detector CT Imaging Using Diffusion Models. SWITCH@MICCAI Hélène Corbaz, Anh Nguyen, Victor Schulze-Zachau, Paul Friedrich, Alicia Durrer, Florentin Bieder, Philippe C. Cattin, Marios N. Psychogios
2025	J	`jnl`	Towards Diagnostic Quality Flat-Panel Detector CT Imaging Using Diffusion Models. CoRR Hélène Corbaz, Anh Nguyen, Victor Schulze-Zachau, Paul Friedrich, Alicia Durrer, Florentin Bieder, Philippe C. Cattin, Marios N. Psychogios
2025	—	`conf`	VidFuncta: Towards Generalizable Neural Representations for Ultrasound Videos. ASMUS@MICCAI Julia Wolleb, Florentin Bieder, Paul Friedrich, Hemant D. Tagare, Xenophon Papademetris
2025	J	`jnl`	VidFuncta: Towards Generalizable Neural Representations for Ultrasound Videos. CoRR Julia Wolleb, Florentin Bieder, Paul Friedrich, Hemant D. Tagare, Xenophon Papademetris
2025	—	`conf`	fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting. DGM4MICCAI@MICCAI Alicia Durrer, Florentin Bieder, Paul Friedrich, Bjoern H. Menze, Philippe C. Cattin, Florian Kofler
2025	J	`jnl`	fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting. CoRR Alicia Durrer, Florentin Bieder, Paul Friedrich, Bjoern H. Menze, Philippe C. Cattin, Florian Kofler
2024	—	`conf`	Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection. MICCAI (11) Julia Wolleb, Florentin Bieder, Paul Friedrich, Peter Zhang, Alicia Durrer, Philippe C. Cattin
2024	J	`jnl`	Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection. CoRR Julia Wolleb, Florentin Bieder, Paul Friedrich, Peter Zhang, Alicia Durrer, Philippe C. Cattin
2024	—	`conf`	Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting. DGM4MICCAI@MICCAI Alicia Durrer, Julia Wolleb, Florentin Bieder, Paul Friedrich, Lester Melie-García, Mario Ocampo-Pineda, Cosmin I. Bercea, Ibrahim Ethem Hamamci, Benedikt Wiestler, Marie Piraud, Özgür Yaldizli, Cristina Granziera, Bjoern H. Menze, Philippe C. Cattin, Florian Kofler
2024	J	`jnl`	Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting. CoRR Alicia Durrer, Julia Wolleb, Florentin Bieder, Paul Friedrich, Lester Melie-García, Mario Ocampo-Pineda, Cosmin I. Bercea, Ibrahim Ethem Hamamci, Benedikt Wiestler, Marie Piraud, Özgür Yaldizli, Cristina Granziera, Bjoern H. Menze, Philippe C. Cattin, Florian Kofler
2024	—	`conf`	Modeling the Neonatal Brain Development Using Implicit Neural Representations. PRIME@MICCAI Florentin Bieder, Paul Friedrich, Hélène Corbaz, Alicia Durrer, Julia Wolleb, Philippe C. Cattin
2024	J	`jnl`	Modeling the Neonatal Brain Development Using Implicit Neural Representations. CoRR Florentin Bieder, Paul Friedrich, Hélène Corbaz, Alicia Durrer, Julia Wolleb, Philippe C. Cattin
2024	—	`conf`	WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis. DGM4MICCAI@MICCAI Paul Friedrich, Julia Wolleb, Florentin Bieder, Alicia Durrer, Philippe C. Cattin
2024	J	`jnl`	WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis. CoRR Paul Friedrich, Julia Wolleb, Florentin Bieder, Alicia Durrer, Philippe C. Cattin
2023	—	`conf`	Denoising Diffusion Models for Memory-efficient Processing of 3D Medical Images. MIDL Florentin Bieder, Julia Wolleb, Alicia Durrer, Robin Sandkühler, Philippe C. Cattin
2023	—	`conf`	Diffusion Models for Contrast Harmonization of Magnetic Resonance Images. MIDL Alicia Durrer, Julia Wolleb, Florentin Bieder, Tim Sinnecker, Matthias Weigel, Robin Sandkühler, Cristina Granziera, Özgür Yaldizli, Philippe C. Cattin
2023	J	`jnl`	Diffusion Models for Contrast Harmonization of Magnetic Resonance Images. CoRR Alicia Durrer, Julia Wolleb, Florentin Bieder, Tim Sinnecker, Matthias Weigel, Robin Sandkühler, Cristina Granziera, Özgür Yaldizli, Philippe C. Cattin
2023	J	`jnl`	Diffusion Models for Memory-efficient Processing of 3D Medical Images. CoRR Florentin Bieder, Julia Wolleb, Alicia Durrer, Robin Sandkühler, Philippe C. Cattin
2023	—	`conf`	Point Cloud Diffusion Models for Automatic Implant Generation. MICCAI (9) Paul Friedrich, Julia Wolleb, Florentin Bieder, Florian M. Thieringer, Philippe C. Cattin
2023	J	`jnl`	Point Cloud Diffusion Models for Automatic Implant Generation. CoRR Paul Friedrich, Julia Wolleb, Florentin Bieder, Florian M. Thieringer, Philippe C. Cattin
2023	J	`jnl`	Position Regression for Unsupervised Anomaly Detection. CoRR Florentin Bieder, Julia Wolleb, Robin Sandkühler, Philippe C. Cattin
2022	—	`conf`	Diffusion Models for Implicit Image Segmentation Ensembles. MIDL Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe Valmaggia, Philippe C. Cattin
2022	—	`conf`	Diffusion Models for Medical Anomaly Detection. MICCAI (8) Julia Wolleb, Florentin Bieder, Robin Sandkühler, Philippe C. Cattin
2022	J	`jnl`	Diffusion Models for Medical Anomaly Detection. CoRR Julia Wolleb, Florentin Bieder, Robin Sandkühler, Philippe C. Cattin
2022	—	`conf`	Learn to Ignore: Domain Adaptation for Multi-site MRI Analysis. MICCAI (8) Julia Wolleb, Robin Sandkühler, Florentin Bieder, Muhamed Barakovic, Nouchine Hadjikhani, Athina Papadopoulou, Özgür Yaldizli, Jens Kuhle, Cristina Granziera, Philippe C. Cattin
2022	—	`conf`	Position Regression for Unsupervised Anomaly Detection. MIDL Florentin Bieder, Julia Wolleb, Robin Sandkühler, Philippe C. Cattin
2022	J	`jnl`	The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models. CoRR Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe C. Cattin
2021	J	`jnl`	Comparison of Methods Generalizing Max- and Average-Pooling. CoRR Florentin Bieder, Robin Sandkühler, Philippe C. Cattin
2021	J	`jnl`	Diffusion Models for Implicit Image Segmentation Ensembles. CoRR Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe Valmaggia, Philippe C. Cattin