This is the code for cvpr 2022 paper "Self-supervised Deep Image Restoration via Adaptive Stochastic Gradient Langevin Dynamics".
See the requirements.txt
to install the dependent packages and libraries.
See the requirements.txt
to install the dependent packages and libraries.
- Use
conda
constrcut the virtual environmentpip3 install virtualenv virtualenv --no-site-packages --python=python3 ASGLD source ASGLD/bin/activate # enter the environment pip3 install -r requirements.txt # install the dependency deactivate
If you find our work useful in your research or publication, please cite it:
@inproceedings{wang2022self,
title={Self-supervised deep image restoration via adaptive stochastic gradient langevin dynamics},
author={Wang, Weixi and Li, Ji and Ji, Hui},
booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
pages={1989--1998},
year={2022}
}
If you have any questions of the code, please feel free to contact Ji Li.