| Improving Image Restoration by Revisiting Global Information Aggregation | Dec 8, 2021 | Color Image DenoisingDeblurring | CodeCode Available | 2 |
| CascadedGaze: Efficiency in Global Context Extraction for Image Restoration | Jan 26, 2024 | DeblurringDecoder | CodeCode Available | 2 |
| One-Step Diffusion Model for Image Motion-Deblurring | Mar 9, 2025 | DeblurringDenoising | CodeCode Available | 1 |
| BeSplat: Gaussian Splatting from a Single Blurry Image and Event Stream | Dec 26, 2024 | 3DGSNeRF | CodeCode Available | 1 |
| MSSNet: Multi-Scale-Stage Network for Single Image Deblurring | Feb 19, 2022 | DeblurringDeep Learning | CodeCode Available | 1 |
| Rethinking Coarse-to-Fine Approach in Single Image Deblurring | Aug 11, 2021 | DeblurringDecoder | CodeCode Available | 1 |
| NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results | Apr 16, 2025 | DeblurringEvent-based vision | 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 |
| A Unified Framework for Event-based Frame Interpolation with Ad-hoc Deblurring in the Wild | Jan 12, 2023 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Self-Supervised Linear Motion Deblurring | Feb 10, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
