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# FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting

By [Rui Liu](https://ruiliu-ai.github.io), Hanming Deng, Yangyi Huang, Xiaoyu Shi, Lewei Lu, Wenxiu Sun, Xiaogang Wang, Jifeng Dai, Hongsheng Li.

This repo is the official Pytorch implementation of [FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting](https://arxiv.org/abs/2109.02974).

Coming soon.

## Introduction
<img src='imgs/pipeline.png' width="900px">

## Citing FuseFormer
If you find FuseFormer useful in your research, please consider citing:
```
@InProceedings{Liu_2021_FuseFormer,
title={FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting},
author={Liu, Rui and Deng, Hanming and Huang, Yangyi and Shi, Xiaoyu and Lu, Lewei and Sun, Wenxiu and Wang, Xiaogang and Li Hongsheng},
booktitle = {International Conference on Computer Vision (ICCV)},
year={2021}
}
```


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