3DIS / README.md
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---
license: afl-3.0
language:
- en
base_model:
- black-forest-labs/FLUX.1-dev
- stabilityai/stable-diffusion-xl-base-1.0
- stable-diffusion-v1-5/stable-diffusion-v1-5
pipeline_tag: text-to-image
tags:
- art
- image
---
# News
- πŸ”“ Code is now open source!
- 🌐 [Project Website](https://limuloo.github.io/3DIS):
- 🏠 [GitHub Repository](https://github.com/limuloo/3DIS):
- πŸ“„ [3DIS Paper](https://arxiv.org/abs/2410.12669):
- πŸ“„ [3DIS-FLUX Tech Report](https://arxiv.org/abs/2501.05131):
![image/png](/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F64e99fc07e2ec711a7138262%2F1eJLZFN88B1qpp8iJGy8U.png%3C%2Fspan%3E)%3C!-- HTML_TAG_END -->
# Usage
This is the space for the pretrained-weights of 3DIS. The inference code can be found in our [GitHub Repository](https://github.com/limuloo/3DIS).
# Citation
If you find this repository useful, please use the following BibTeX entry for citation.
```
@article{zhou20243dis,
title={3dis: Depth-driven decoupled instance synthesis for text-to-image generation},
author={Zhou, Dewei and Xie, Ji and Yang, Zongxin and Yang, Yi},
journal={arXiv preprint arXiv:2410.12669},
year={2024}
}
@article{zhou20253disflux,
title={3DIS-FLUX: simple and efficient multi-instance generation with DiT rendering},
author={Zhou, Dewei and Xie, Ji and Yang, Zongxin and Yang, Yi},
journal={arXiv preprint arXiv:2501.05131},
year={2025}
}
```