lgcming / deep_translation_prior

Official implementation of DTP(AAAI'22)

This is the official implementation of our paper :

Deep Translation Prior: Test-time Training for Photorealistic Style Transfer(AAAI 2022)

Authors: Sunwoo Kim, Soohyun Kim and Seungryong Kim

You can check out the paper on [arXiv].

Network

Our model DTP is illustrated below:

Example Results

Getting started

• Clone this repo

git clone https://github.com/sunwoo76/Deep_Translation_Prior
cd Deep_Translation_Prior

• Start optimizing

bash optimizer.sh

Acknowledgement

We borrow codes and datasets from public projects. We mainly borrow code from CUT

You can download the datasets used in this paper from the github repositories of WCT2, StyleNas, FFHQ and CelebA-HQ

Citation

If you find this research useful, please consider citing:

@article{kim2021deep,
  title={Deep Translation Prior: Test-time Training for Photorealistic Style Transfer},
  author={Kim, Sunwoo and Kim, Soohyun and Kim, Seungryong},
  journal={arXiv preprint arXiv:2112.06150},
  year={2021}
}