| Deblurring via Stochastic Refinement | Dec 5, 2021 | DeblurringImage Deblurring | —Unverified | 0 |
| 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 |
| FMD-cGAN: Fast Motion Deblurring using Conditional Generative Adversarial Networks | Nov 30, 2021 | DeblurringGenerative Adversarial Network | —Unverified | 0 |
| 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 |
| SL-CycleGAN: Blind Motion Deblurring in Cycles using Sparse Learning | Nov 7, 2021 | DeblurringGenerative Adversarial Network | CodeCode Available | 0 |
| Photon Limited Non-Blind Deblurring Using Algorithm Unrolling | Oct 28, 2021 | AstronomyDeblurring | CodeCode Available | 1 |
| Generative Flows as a General Purpose Solution for Inverse Problems | Oct 25, 2021 | ColorizationDeblurring | CodeCode Available | 0 |
| Photon-Limited Deblurring using Algorithm Unrolling | Oct 19, 2021 | AstronomyDeblurring | —Unverified | 0 |
| 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 |
| Learning Spatially-Variant MAP Models for Non-Blind Image Deblurring | Jun 19, 2021 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| Explore Image Deblurring via Encoded Blur Kernel Space | Jun 19, 2021 | Blind Image DeblurringDeblurring | CodeCode Available | 1 |
| Wide Receptive Field and Channel Attention Network for JPEG Compressed Image Deblurring | Jun 19, 2021 | DeblurringImage Compression | CodeCode Available | 0 |
| Uformer: A General U-Shaped Transformer for Image Restoration | Jun 6, 2021 | DeblurringDecoder | CodeCode Available | 1 |
| A Deep Variational Bayesian Framework for Blind Image Deblurring | Jun 5, 2021 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| SNIPS: Solving Noisy Inverse Problems Stochastically | May 31, 2021 | Compressive SensingDeblurring | CodeCode Available | 1 |
| Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding | May 27, 2021 | DeblurringImage Deblurring | —Unverified | 0 |
| Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution | May 21, 2021 | DeblurringDecoder | —Unverified | 0 |
| Helsinki Deblur Challenge 2021: description of photographic data | May 21, 2021 | BenchmarkingDeblurring | —Unverified | 0 |
| 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 |
| NTIRE 2021 Challenge on Image Deblurring | Apr 30, 2021 | DeblurringImage Deblurring | —Unverified | 0 |
| Learning to Jointly Deblur, Demosaick and Denoise Raw Images | Apr 13, 2021 | DeblurringDemosaicking | —Unverified | 0 |
| Explore Image Deblurring via Blur Kernel Space | Apr 1, 2021 | Blind Image DeblurringDeblurring | CodeCode Available | 1 |
| DWDN: Deep Wiener Deconvolution Network for Non-Blind Image Deblurring | Mar 18, 2021 | Blind Image DeblurringDeblurring | CodeCode Available | 0 |
| Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks | Mar 10, 2021 | Data AugmentationDeblurring | —Unverified | 0 |
| Bayesian imaging using Plug & Play priors: when Langevin meets Tweedie | Mar 8, 2021 | Bayesian InferenceDeblurring | —Unverified | 0 |
| Multi-Stage Progressive Image Restoration | Feb 4, 2021 | DeblurringDecoder | CodeCode Available | 1 |
| An Interpretation of Regularization by Denoising and its Application with the Back-Projected Fidelity Term | Jan 27, 2021 | DeblurringDenoising | —Unverified | 0 |
| BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring | Jan 19, 2021 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Blind Image Deblurring based on Kernel Mixture | Jan 15, 2021 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| Non-uniform Motion Deblurring with Blurry Component Divided Guidance | Jan 15, 2021 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| Image deblurring based on lightweight multi-information fusion network | Jan 14, 2021 | DeblurringDecoder | —Unverified | 0 |
| Perceptual Variousness Motion Deblurring With Light Global Context Refinement | Jan 1, 2021 | DeblurringImage Deblurring | CodeCode Available | 0 |
| Pyramid Architecture Search for Real-Time Image Deblurring | Jan 1, 2021 | BinarizationDeblurring | —Unverified | 0 |
| SharpGAN: Receptive Field Block Net for Dynamic Scene Deblurring | Dec 31, 2020 | DeblurringGenerative Adversarial Network | —Unverified | 0 |
| Blur More To Deblur Better: Multi-Blur2Deblur For Efficient Video Deblurring | Dec 23, 2020 | DeblurringImage Deblurring | —Unverified | 0 |
| Raw Image Deblurring | Dec 8, 2020 | Blind Image DeblurringDeblurring | CodeCode Available | 1 |
| Edge Adaptive Hybrid Regularization Model For Image Deblurring | Nov 20, 2020 | DeblurringImage Deblurring | —Unverified | 0 |
| Blind Motion Deblurring through SinGAN Architecture | Nov 7, 2020 | DeblurringDiversity | —Unverified | 0 |
| 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 |
| Single Frame Deblurring with Laplacian Filters | Sep 17, 2020 | DeblurringImage Deblurring | —Unverified | 0 |
| Deep Learning based Spectral CT Imaging | Aug 28, 2020 | compressed sensingComputed Tomography (CT) | —Unverified | 0 |
