metadata
license: mit
language:
- en
base_model:
- black-forest-labs/FLUX.1-Kontext-dev
pipeline_tag: text-to-image
library_name: diffusers
tags:
- art
ContextGen: Contextual Layout Anchoring
for Identity-Consistent Multi-Instance Generation
Ruihang Xu,
Dewei Zhou,
Fan Ma,
Yi Yang†
ReLER, CCAI, Zhejiang University
ContextGen is a novel framework that uses user-provided reference images to generate image with multiple instances, offering layout control over their positions while guaranteeing identity preservation.
🚀 Usage
Please refer to our GitHub Repository for detailed instructions on how to use ContextGen.
📭 Citation
If you find ContextGen helpful to your research, please consider citing our paper:
@article{xu2025contextgencontextuallayoutanchoring,
title={ContextGen: Contextual Layout Anchoring for Identity-Consistent Multi-Instance Generation},
author={Ruihang Xu and Dewei Zhou and Fan Ma and Yi Yang},
year={2025},
eprint={2510.11000},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2510.11000},
}