| E2NeRF: Event Enhanced Neural Radiance Fields from Blurry Images | Jan 1, 2023 | Camera Pose EstimationDeblurring | CodeCode Available | 1 |
| Self-Supervised Non-Uniform Kernel Estimation With Flow-Based Motion Prior for Blind Image Deblurring | Jan 1, 2023 | Blind Image DeblurringDeblurring | CodeCode Available | 1 |
| MedDeblur: Medical Image Deblurring with Residual Dense Spatial-Asymmetric Attention | Dec 27, 2022 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Let's Enhance: A Deep Learning Approach to Extreme Deblurring of Text Images | Nov 18, 2022 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Multi-Outputs Is All You Need For Deblur | Aug 27, 2022 | AllDeblurring | CodeCode Available | 1 |
| Learning Degradation Representations for Image Deblurring | Aug 10, 2022 | DeblurringDenoising | CodeCode Available | 1 |
| INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-blind Image Deblurring in Low-Light Conditions | Jul 17, 2022 | Blind Image DeblurringDeblurring | CodeCode Available | 1 |
| Correction of out-of-focus microscopic images by deep learning | Apr 26, 2022 | Deep LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Stripformer: Strip Transformer for Fast Image Deblurring | Apr 10, 2022 | DeblurringImage Deblurring | CodeCode Available | 1 |
| MSSNet: Multi-Scale-Stage Network for Single Image Deblurring | Feb 19, 2022 | DeblurringDeep Learning | CodeCode Available | 1 |
| Realistic Blur Synthesis for Learning Image Deblurring | Feb 17, 2022 | DeblurringDiversity | CodeCode Available | 1 |
| XYDeblur: Divide and Conquer for Single Image Deblurring | Jan 1, 2022 | DeblurringDecoder | CodeCode Available | 1 |
| MC-Blur: A Comprehensive Benchmark for Image Deblurring | Dec 1, 2021 | BenchmarkingDeblurring | CodeCode Available | 1 |
| Event-Based Fusion for Motion Deblurring with Cross-modal Attention | Nov 30, 2021 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Intriguing Findings of Frequency Selection for Image Deblurring | Nov 23, 2021 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Restormer: Efficient Transformer for High-Resolution Image Restoration | Nov 18, 2021 | Color Image DenoisingDeblurring | CodeCode Available | 1 |
| Photon Limited Non-Blind Deblurring Using Algorithm Unrolling | Oct 28, 2021 | AstronomyDeblurring | CodeCode Available | 1 |
| SDWNet: A Straight Dilated Network with Wavelet Transformation for Image Deblurring | Oct 12, 2021 | DeblurringImage Deblurring | CodeCode Available | 1 |
| WINNet: Wavelet-inspired Invertible Network for Image Denoising | Sep 14, 2021 | 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 |
| Rethinking Coarse-to-Fine Approach in Single Image Deblurring | Aug 11, 2021 | DeblurringDecoder | CodeCode Available | 1 |
| Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network | Jun 30, 2021 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Explore Image Deblurring via Encoded Blur Kernel Space | Jun 19, 2021 | Blind Image DeblurringDeblurring | CodeCode Available | 1 |
| Uformer: A General U-Shaped Transformer for Image Restoration | Jun 6, 2021 | DeblurringDecoder | CodeCode Available | 1 |
| SNIPS: Solving Noisy Inverse Problems Stochastically | May 31, 2021 | Compressive SensingDeblurring | CodeCode Available | 1 |
| HINet: Half Instance Normalization Network for Image Restoration | May 13, 2021 | DeblurringDenoising | CodeCode Available | 1 |
| EDPN: Enhanced Deep Pyramid Network for Blurry Image Restoration | May 11, 2021 | DeblurringImage Deblocking | CodeCode Available | 1 |
| Explore Image Deblurring via Blur Kernel Space | Apr 1, 2021 | Blind Image DeblurringDeblurring | CodeCode Available | 1 |
| Multi-Stage Progressive Image Restoration | Feb 4, 2021 | DeblurringDecoder | CodeCode Available | 1 |
| BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring | Jan 19, 2021 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Raw Image Deblurring | Dec 8, 2020 | Blind Image DeblurringDeblurring | CodeCode Available | 1 |
| A Simple Local Minimal Intensity Prior and An Improved Algorithm for Blind Image Deblurring | Oct 29, 2020 | Blind Image DeblurringComputational Efficiency | CodeCode Available | 1 |
| Learning Deep Interleaved Networks with Asymmetric Co-Attention for Image Restoration | Oct 29, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Exposure Trajectory Recovery from Motion Blur | Oct 6, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| End-to-end Interpretable Learning of Non-blind Image Deblurring | Jul 3, 2020 | Blind Image DeblurringDeblurring | CodeCode Available | 1 |
| CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks | Jun 23, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Dark and Bright Channel Prior Embedded Network for Dynamic Scene Deblurring | May 21, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Short and Sparse Deconvolution --- A Geometric Approach | May 1, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and Latency | Apr 27, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Deblurring by Realistic Blurring | Apr 4, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Self-Supervised Linear Motion Deblurring | Feb 10, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Human-Aware Motion Deblurring | Jan 19, 2020 | DeblurringDecoder | CodeCode Available | 1 |
| Short-and-Sparse Deconvolution -- A Geometric Approach | Aug 28, 2019 | DeblurringImage Deblurring | CodeCode Available | 1 |
| DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better | Aug 10, 2019 | Blind Face RestorationDeblurring | CodeCode Available | 1 |
| Deep Stacked Hierarchical Multi-patch Network for Image Deblurring | Apr 6, 2019 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Image Restoration by Iterative Denoising and Backward Projections | Oct 18, 2017 | DeblurringDenoising | CodeCode Available | 1 |
| On-Demand Learning for Deep Image Restoration | Dec 5, 2016 | DeblurringDenoising | CodeCode Available | 1 |
| On Inverse Problems, Parameter Estimation, and Domain Generalization | Jun 6, 2025 | DeblurringDomain Generalization | —Unverified | 0 |
| Plug-and-Play Posterior Sampling for Blind Inverse Problems | May 28, 2025 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| An incremental algorithm for non-convex AI-enhanced medical image processing | May 13, 2025 | DeblurringImage Deblurring | —Unverified | 0 |
