| 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 |
| EENet: Frequency-Aware and Spatially Multiscale Network for Single Image Dehazing | Feb 1, 2025 | DeblurringImage Defocus Deblurring | CodeCode Available | 0 |
| Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks | Jan 15, 2025 | DeblurringImage Defocus Deblurring | —Unverified | 0 |
| Quad-Pixel Image Defocus Deblurring: A New Benchmark and Model | Jan 1, 2025 | DeblurringImage Defocus Deblurring | —Unverified | 0 |
| Reblurring-Guided Single Image Defocus Deblurring: A Learning Framework with Misaligned Training Pairs | Sep 26, 2024 | DeblurringImage Defocus Deblurring | CodeCode Available | 0 |
| SR-R^2KAC: Improving Single Image Defocus Deblurring | Jul 30, 2023 | DeblurringImage Defocus Deblurring | —Unverified | 0 |
