| Restormer: Efficient Transformer for High-Resolution Image Restoration | Nov 18, 2021 | Color Image DenoisingDeblurring | CodeCode Available | 1 |
| Gaussian Kernel Mixture Network for Single Image Defocus Deblurring | Oct 31, 2021 | Computational EfficiencyDeblurring | CodeCode Available | 1 |
| Iterative Filter Adaptive Network for Single Image Defocus Deblurring | Aug 31, 2021 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions | Aug 20, 2021 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning | Aug 11, 2021 | DeblurringDepth Estimation | CodeCode Available | 1 |
| Uformer: A General U-Shaped Transformer for Image Restoration | Jun 6, 2021 | DeblurringDecoder | CodeCode Available | 1 |
| BaMBNet: A Blur-aware Multi-branch Network for Defocus Deblurring | May 31, 2021 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| Attention! Stay Focus! | Apr 16, 2021 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data | Dec 6, 2020 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| Defocus Deblurring Using Dual-Pixel Data | May 1, 2020 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
