| Focal Network for Image Restoration | Jan 1, 2023 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| Gaussian Kernel Mixture Network for Single Image Defocus Deblurring | Oct 31, 2021 | Computational EfficiencyDeblurring | CodeCode Available | 1 |
| Image Restoration via Frequency Selection | Nov 6, 2023 | DeblurringDenoising | 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 |
| Iterative Filter Adaptive Network for Single Image Defocus Deblurring | Aug 31, 2021 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild | Nov 25, 2022 | DeblurringGenerative Adversarial Network | —Unverified | 0 |
| SR-R^2KAC: Improving Single Image Defocus Deblurring | Jul 30, 2023 | DeblurringImage Defocus Deblurring | —Unverified | 0 |
| Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks | Jan 15, 2025 | DeblurringImage Defocus Deblurring | —Unverified | 0 |
| Single-image Defocus Deblurring by Integration of Defocus Map Prediction Tracing the Inverse Problem Computation | Jul 7, 2022 | DeblurringImage Deblurring | —Unverified | 0 |
| Neumann Network With Recursive Kernels for Single Image Defocus Deblurring | Jan 1, 2023 | DeblurringImage Defocus Deblurring | —Unverified | 0 |
