This repository contains the official implementation of "Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization"

⚠️ Note: This is a preliminary release. The code is provided as-is. A cleaned-up and documented version may be released later.

• Source code
• requirements.txt: Python dependencies

1. Clone the repository and enter the folder

   git clone https://github.com/bitPrincy/SRE-DG.git
   cd SRE-DG

2. Install dependencies

   pip install -r requirements.txt

3. Run the train script for multiple domain generalization

   python shell_train.py

4. Run the train script for open-set domain generalization

   python shell_train_open.py

@article{Wang2025SimulateRA,
  title={Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization},
  author={Ziyi Wang and Zhiqiang Gao and Jin Chen and Qingjie Zhao and Xinxiao Wu and Jiebo Luo},
  journal={ArXiv},
  year={2025},
  volume={abs/2507.12851},
  url={https://api.semanticscholar.org/CorpusID:280298541}
}