An unofficial implementation of the style transfer part of the paper "Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation" in ICCV 2021.
The style transfer is used by our IJCV paper "Pulling Target to Source: A New Perspective on Domain Adaptive Semantic Segmentation".
python demo_style.py@article{wang2024pulling,
title={Pulling target to source: A new perspective on domain adaptive semantic segmentation},
author={Wang, Haochen and Shen, Yujun and Fei, Jingjing and Li, Wei and Wu, Liwei and Wang, Yuxi and Zhang, Zhaoxiang},
journal={International Journal of Computer Vision (IJCV)},
year={2024}
}
@inproceedings{kundu2021generalize,
title={Generalize then adapt: Source-free domain adaptive semantic segmentation},
author={Kundu, Jogendra Nath and Kulkarni, Akshay and Singh, Amit and Jampani, Varun and Babu, R Venkatesh},
booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
pages={7046--7056},
year={2021}
}