---
tags:
- model_hub_mixin
- pytorch_model_hub_mixin
datasets:
- atfortes/BokehDiffusion
base_model:
- black-forest-labs/FLUX.1-dev
pipeline_tag: text-to-image
library_name: diffusers
---

# Bokeh Diffusion

This is the model checkpoint of ["Bokeh Diffusion: Defocus Blur Control in Text-to-Image Diffusion Models"](https://atfortes.github.io/projects/bokeh-diffusion/) (ACM SIGGRAPH Asia 2025).
- Project: [atfortes.github.io/projects/bokeh-diffusion/](https://atfortes.github.io/projects/bokeh-diffusion/)
- Paper: [arxiv/2503.08434](https://arxiv.org/abs/2503.08434)
- GitHub: [atfortes/BokehDiffusion](https://github.com/atfortes/BokehDiffusion)

## Citation

If you use this model, please cite our work:
```bibtex
@article{fortes2025bokeh,
    title   = {Bokeh Diffusion: Defocus Blur Control in Text-to-Image Diffusion Models},
    author  = {Fortes, Armando and Wei, Tianyi and Zhou, Shangchen and Pan, Xingang},
    journal = {arXiv preprint arXiv:2503.08434},
    year    = {2025},
}
```