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BrepDiff: Single-stage B-rep Diffusion Model

teaser

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

[Project page] · [Paper]


🌟 Overview

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.


📚 Table of Contents


📄 Citation

If you find this work useful, please consider citing:

@inproceedings{lee2025brepdiff,
  title     = {BrepDiff: Single-stage B-rep Diffusion Model},
  author    = {Lee, Mingi and Zhang, Dongsu and Jambon, Clément and Kim, Young Min},
  booktitle = {SIGGRAPH Conference Papers},
  year      = {2025},
  doi       = {10.1145/3721238.3730698}
}

📜 License

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.

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