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FastWDM3D

This is the official model repository of the paper "fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting" by Alicia Durrer, Florentin Bieder, Paul Friedrich, Bjoern Menze, Philippe C. Cattin, and Florian Kofler....

TypeOtherVersionFast WDM3 D T2 120kCClasse

Source du modèle

Type
Other
Taille du fichier
250 MB
Version
vFast WDM3 D T2 120k
Mis à jour
19 oct. 2026
Source
Hugging Face

Description de la source

fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting

This is the official model repository of the paper "fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting" by Alicia Durrer, Florentin Bieder, Paul Friedrich, Bjoern Menze, Philippe C. Cattin, and Florian Kofler. It was presented in the DGM4MICCAI workshop at MICCAI 2025.

GitHub Repository

Download the pretrained model (fastWDM3D, T = 2, trained for 120000 iterations) here from the "Files and versions" tab and use the corresponding code provided in the official GitHub repository.

Citation

If you use this work, please cite:

@inproceedings{durrer2025fastwdm3d,
  title={fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting},
  author={Durrer, Alicia and Bieder, Florentin and Friedrich, Paul and Menze, Bjoern and Cattin, Philippe C and Kofler, Florian},
  booktitle={MICCAI Workshop on Deep Generative Models},
  pages={171--181},
  year={2025},
  organization={Springer}
}

Sources

1 source
Hugging FacePrincipalVersion 019cd6c29c6ab56ffc75f2983933337ef8bfc2e0
huggingface.co/AliciaDurrer/fastWDM3D/tree/019cd6c29c6ab56ffc75f2983933337ef8bfc2e0

Vérifié 19 oct.

Artefacts du modèle

1 artefact

fastWDM3D_T2_120k.pt

pt · 250 MB · SHA-256 4f442ab39d54…24a7 · Hugging Face

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Extraits de sources

2 extraits

--- license: mit language: - en tags: - diffusion - medical - inpainting - 3d - fast --- # fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting This is the official model repository of the paper "[**fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting**](https://link.springer.com/chapter/10.1007/978-3-032-05472-2_17)" by Alicia Durrer, Florentin Bieder, Paul Friedrich, Bjoern Menze, Philippe C. Cattin, and Florian Kofler. It was presented in the DGM4MICCAI workshop at MICCAI 2025. ## GitHub Repository Download the pretrained model (fastWDM3D, T = 2, trained for 120000 iterations) here from the "Files and versions" tab and use the corresponding code provided in the official [GitHub repository](https://github.com/AliciaDurrer/fastWDM3D). ## Citation If you use this work, please cite: ```bibtex @inproceedings{durrer2025fastwdm3d, title={fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting}, author={Durrer, Alicia and Bieder, Florentin and Friedrich, Paul and Menze, Bjoern and Cattin, Philippe C and Kofler, Florian}, booktitle={MICCAI Workshop on Deep Generative Models}, pages={171--181}, year={2025}, organization={Springer} } ```

Source context: 0 downloads · 0 likes · Repo AliciaDurrer/fastWDM3D