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# Residual Non-local Attention Networks for Image Restoration
This repository is for RNAN introduced in the following paper

[Yulun Zhang](http://yulunzhang.com/), [Kunpeng Li](https://kunpengli1994.github.io/), [Kai Li](http://kailigo.github.io/), [Lichen Wang](https://sites.google.com/site/lichenwang123/), [Bineng Zhong](https://scholar.google.de/citations?user=hvRBydsAAAAJ&hl=en), and [Yun Fu](http://www1.ece.neu.edu/~yunfu/), "Residual Non-local Attention Networks for Image Restoration", ICLR 2019, [[OpenReview]](https://openreview.net/pdf?id=HkeGhoA5FX)
[Yulun Zhang](http://yulunzhang.com/), [Kunpeng Li](https://kunpengli1994.github.io/), [Kai Li](http://kailigo.github.io/), [Bineng Zhong](https://scholar.google.de/citations?user=hvRBydsAAAAJ&hl=en), and [Yun Fu](http://www1.ece.neu.edu/~yunfu/), "Residual Non-local Attention Networks for Image Restoration", ICLR 2019, [[OpenReview]](https://openreview.net/pdf?id=HkeGhoA5FX)
[DN_RGB] The code is built on [EDSR (PyTorch)](https://github.com/thstkdgus35/EDSR-PyTorch) and tested on Ubuntu 14.04/16.04 environment (Python3.6, PyTorch_0.3.1, CUDA8.0, cuDNN5.1) with Titan X/1080Ti/Xp GPUs.

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