Update README.md

README.md

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 # CycleISP: Real Image Restoration via Improved Data Synthesis (CVPR 2020 -- Oral)
 
-[Syed Waqas Zamir](https://scholar.google.es/citations?user=WNGPkVQAAAAJ&hl=en), [Aditya Arora](https://adityac8.github.io/), [Salman Khan](https://salman-h-khan.github.io/), [Munawar Hayat](https://scholar.google.com/citations?user=Mx8MbWYAAAAJ&hl=en), [Fahad Shahbaz Khan](https://scholar.google.es/citations?user=zvaeYnUAAAAJ&hl=en), [Ming-Hsuan Yang](https://scholar.google.com/citations?user=p9-ohHsAAAAJ&hl=en), and [Ling Shao](https://scholar.google.com/citations?user=z84rLjoAAAAJ&hl=en)
+[Syed Waqas Zamir](https://scholar.google.es/citations?user=WNGPkVQAAAAJ&hl=en), [Aditya Arora](https://adityac8.github.io/), [Salman Khan](https://salman-h-khan.github.io/), [Munawar Hayat](https://scholar.google.com/citations?user=Mx8MbWYAAAAJ&hl=en), [Fahad Shahbaz Khan](https://scholar.google.es/citations?user=zvaeYnUAAAAJ&hl=en), [Ming-Hsuan Yang](https://scholar.google.com/citations?user=p9-ohHsAAAAJ&hl=en), [Ling Shao](https://scholar.google.com/citations?user=z84rLjoAAAAJ&hl=en)
 
-**Paper**: https://arxiv.org/abs/2003.07761
-
-**Supplementary**: [pdf](https://drive.google.com/file/d/1FHOPCrmgYcez2ZTI0-roKEbyeXJIulSJ/view?usp=sharing)
-
-**Video Presentation**: https://www.youtube.com/watch?v=41XKXY--7_E
-
-**Presentation Slides**: [pdf](https://drive.google.com/file/d/1KnmF0_yYrj4FzsMimLNfea84xgR7czlh/view?usp=sharing)
+[![paper](https://img.shields.io/badge/arXiv-Paper-brightgreen)](https://arxiv.org/abs/2003.07761)
+[![supplement](https://img.shields.io/badge/Supplementary-Material-B85252)](https://drive.google.com/file/d/1FHOPCrmgYcez2ZTI0-roKEbyeXJIulSJ/view?usp=sharing)
+[![video](https://img.shields.io/badge/Video-Presentation-F9D371)](https://www.youtube.com/watch?v=41XKXY--7_E)
+[![slides](https://img.shields.io/badge/Presentation-Slides-B762C1)](https://drive.google.com/file/d/1KnmF0_yYrj4FzsMimLNfea84xgR7czlh/view?usp=sharing)
 
 <hr />
 
@@ -125,3 +122,8 @@ If you use CycleISP, please consider citing:
 
 ## Contact
 Should you have any question, please contact [email protected]
+
+## Our Related Works
+- Restormer: Efficient Transformer for High-Resolution Image Restoration, CVPR 2022. [Paper](https://arxiv.org/abs/2111.09881) | [Code](https://github.com/swz30/Restormer)
+- Multi-Stage Progressive Image Restoration, CVPR 2021. [Paper](https://arxiv.org/abs/2102.02808) | [Code](https://github.com/swz30/MPRNet)
+- Learning Enriched Features for Real Image Restoration and Enhancement, ECCV 2020. [Paper](https://arxiv.org/abs/2003.06792) | [Code](https://github.com/swz30/MIRNet)