| NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results | Apr 16, 2025 | DeblurringEvent-based vision | CodeCode Available | 1 |
| One-Step Diffusion Model for Image Motion-Deblurring | Mar 9, 2025 | DeblurringDenoising | CodeCode Available | 1 |
| Image Motion Blur Removal in the Temporal Dimension with Video Diffusion Models | Jan 22, 2025 | DeblurringImage Deblurring | —Unverified | 0 |
| BeSplat: Gaussian Splatting from a Single Blurry Image and Event Stream | Dec 26, 2024 | 3DGSNeRF | CodeCode Available | 1 |
| XYScanNet: A State Space Model for Single Image Deblurring | Dec 13, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| Gyro-based Neural Single Image Deblurring | Apr 1, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| CascadedGaze: Efficiency in Global Context Extraction for Image Restoration | Jan 26, 2024 | DeblurringDecoder | CodeCode Available | 2 |
| Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image | Jul 6, 2023 | DeblurringImage Deblurring | —Unverified | 0 |
| View Adaptive Light Field Deblurring Networks with Depth Perception | Mar 13, 2023 | DeblurringImage Deblurring | —Unverified | 0 |
| A Unified Framework for Event-based Frame Interpolation with Ad-hoc Deblurring in the Wild | Jan 12, 2023 | DeblurringImage Deblurring | CodeCode Available | 1 |
