Official code release for the paper:
BrepDiff: Single-stage B-rep Diffusion Model
SIGGRAPH 2025
Mingi Lee*, Dongsu Zhang*, Clément Jambon*, Young Min Kim
* Equal contribution
BrepDiff is a diffusion-based generative model for 3D Boundary Representations (B-reps). It enables:
- Single-stage generation of valid and diverse CAD models
- Direct editing operations such as shape completion, merging, and interpolation
- Efficient generation, avoiding the complexity and limitations of cascaded pipelines
This repository provides code for training, evaluation, and editing with BrepDiff.
If you find this work useful, please consider citing:
@inproceedings{lee2025brepdiff,
author = {Lee, Mingi and Zhang, Dongsu and Jambon, Cl\'{e}ment and Kim, Young Min},
title = {BrepDiff: Single-Stage B-rep Diffusion Model},
year = {2025},
isbn = {9798400715402},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3721238.3730698},
doi = {10.1145/3721238.3730698},
booktitle = {Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers},
articleno = {103},
numpages = {11},
keywords = {Boundary representation, Generative model, Diffusion Model},
location = {Vancouver, BC, Canada},
series = {SIGGRAPH Conference Papers '25}
}This work is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0).
You are free to use, modify, and distribute this work, including for commercial purposes, provided that you give appropriate credit.