# Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning


<p align="center">
  <a href="https://arxiv.org/abs/2309.01246"><b>Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning</b></a>
</p>

<p align="center">
  <a href="https://www.yhzhai.com">Yuanhao Zhai</a>, 
  <a href="https://tyluann.github.io">Tianyu Luan</a>, 
  <a href="https://cse.buffalo.edu/~doermann/">David Doermann</a>, 
  <a href="https://cse.buffalo.edu/~jsyuan/">Junsong Yuan</a>
</p>

<p align="center">
  University at Buffalo
</p>

<p align="center">
  ICCV 2023
</p>

![tp](./assets/tp.jpg)

Please checkout our [GitHub repo](https://github.com/yhZhai/WSCL) for the whole project!



## Citation
If you feel this project is helpful, please consider citing our paper
```bibtex
@inproceedings{zhai2023towards,
  title={Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning},
  author={Zhai, Yuanhao and Luan, Tianyu and Doermann, David and Yuan, Junsong},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
  pages={22390--22400},
  year={2023}
}
```


## Acknowledgement
We would like to thank the following repos for their great work:
- [awesome-semantic-segmentation-pytorch](https://github.com/Tramac/awesome-semantic-segmentation-pytorch)
- [DETR](https://github.com/facebookresearch/detr)