Julia Wolleb

36 papers Journal 21Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Low-Rank-Modulated Functa: Exploring the Latent Space of Implicit Neural Representations for Interpretable Ultrasound Video Analysis.
CoRR
Julia Wolleb, Cristiana Baloescu, Alicia Durrer, Hemant D. Tagare, Xenophon Papademetris
2025 — conf
Scheduled Cross-Domain Multi-center DINO for Robust High-Content Screening Representation Learning.
MLMI@MICCAI
Sergei Pnev, Julia Wolleb, Jonathan C. Fuller, Patrick Rammelt, Viktor H. Koelzer, Philippe C. Cattin
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
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 J jnl
Denoising Diffusion Models for Anomaly Localization in Medical Images.
CoRR
Cosmin I. Bercea, Philippe C. Cattin, Julia A. Schnabel, Julia Wolleb
2024 J jnl
Denoising Diffusion Models for Inpainting of Healthy Brain Tissue.
CoRR
Alicia Durrer, Philippe C. Cattin, Julia Wolleb
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
2024 J jnl
cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image Synthesis.
CoRR
Paul Friedrich, Alicia Durrer, Julia Wolleb, Philippe C. Cattin
2023 — conf
Denoising Diffusion Models for Inpainting of Healthy Brain Tissue.
BraTS/CrossMoDA@MICCAI
Alicia Durrer, Philippe C. Cattin, Julia Wolleb
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 J jnl
Generative AI for Medical Imaging: extending the MONAI Framework.
CoRR
Walter H. L. Pinaya, Mark S. Graham, Eric Kerfoot, Petru-Daniel Tudosiu, Jessica Dafflon, Virginia Fernandez, Pedro Sanchez, Julia Wolleb, Pedro F. Da Costa, Ashay Patel, Hyungjin Chung, Can Zhao, Wei Peng, Zelong Liu, Xueyan Mei, Oeslle Lucena, Jong Chul Ye, Sotirios A. Tsaftaris, Prerna Dogra, Andrew Feng, Marc Modat, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
2023 J jnl
Improved distinct bone segmentation in upper-body CT through multi-resolution networks.
Int. J. Comput. Assist. Radiol. Surg.
Eva Schnider, Julia Wolleb, Antal Huck, Mireille Toranelli, Georg Rauter, Magdalena Müller-Gerbl, Philippe C. Cattin
2023 J jnl
Improved distinct bone segmentation in upper-body CT through multi-resolution networks.
CoRR
Eva Schnider, Julia Wolleb, Antal Huck, Mireille Toranelli, Georg Rauter, Magdalena Müller-Gerbl, 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
Diffusion Models for Implicit Image Segmentation Ensembles.
CoRR
Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe Valmaggia, Philippe C. Cattin
2021 J jnl
Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis.
CoRR
Julia Wolleb, Robin Sandkühler, Muhamed Barakovic, Athina Papadopoulou, Nouchine Hadjikhani, Özgür Yaldizli, Jens Kuhle, Cristina Granziera, Philippe C. Cattin
2020 — conf
DeScarGAN: Disease-Specific Anomaly Detection with Weak Supervision.
MICCAI (4)
Julia Wolleb, Robin Sandkühler, Philippe C. Cattin
2020 J jnl
DeScarGAN: Disease-Specific Anomaly Detection with Weak Supervision.
CoRR
Julia Wolleb, Robin Sandkühler, Philippe C. Cattin