| Bringing Events Into Video Deblurring With Non-Consecutively Blurry Frames | Jan 1, 2021 | DeblurringVideo Deblurring | CodeCode Available | 1 |
| Multi-Scale Separable Network for Ultra-High-Definition Video Deblurring | Jan 1, 2021 | 4kDeblurring | CodeCode Available | 1 |
| Blur More To Deblur Better: Multi-Blur2Deblur For Efficient Video Deblurring | Dec 23, 2020 | DeblurringImage Deblurring | —Unverified | 0 |
| Video Deblurring by Fitting to Test Data | Dec 9, 2020 | Autonomous VehiclesDeblurring | CodeCode Available | 1 |
| Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data | Dec 6, 2020 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| ALANET: Adaptive Latent Attention Network forJoint Video Deblurring and Interpolation | Aug 31, 2020 | DeblurringVideo Deblurring | —Unverified | 0 |
| Learning Event-Driven Video Deblurring and Interpolation | Aug 1, 2020 | DeblurringVideo Deblurring | —Unverified | 0 |
| NTIRE 2020 Challenge on Image and Video Deblurring | May 4, 2020 | DeblurringImage Deblurring | —Unverified | 0 |
| Cascaded Deep Video Deblurring Using Temporal Sharpness Prior | Apr 6, 2020 | DeblurringOptical Flow Estimation | CodeCode Available | 1 |
| Prior-enlightened and Motion-robust Video Deblurring | Mar 25, 2020 | DeblurringVideo Deblurring | —Unverified | 0 |
| DAVID: Dual-Attentional Video Deblurring | Dec 7, 2019 | DeblurringVideo Deblurring | —Unverified | 0 |
| Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training | Nov 18, 2019 | DeblurringImage Deblurring | CodeCode Available | 0 |
| Joint Stereo Video Deblurring, Scene Flow Estimation and Moving Object Segmentation | Oct 6, 2019 | Deblurringparameter estimation | —Unverified | 0 |
| Face Video Deblurring Using 3D Facial Priors | Oct 1, 2019 | 3D Face ReconstructionDeblurring | —Unverified | 0 |
| Deep Video Deblurring: The Devil is in the Details | Sep 26, 2019 | DeblurringVideo Deblurring | CodeCode Available | 0 |
| DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better | Aug 10, 2019 | Blind Face RestorationDeblurring | CodeCode Available | 1 |
| Recurrent Neural Networks With Intra-Frame Iterations for Video Deblurring | Jun 1, 2019 | DeblurringVideo Deblurring | —Unverified | 0 |
| Spatio-Temporal Filter Adaptive Network for Video Deblurring | Apr 28, 2019 | DeblurringImage Deblurring | CodeCode Available | 0 |
| Motion Deblurring with an Adaptive Network | Mar 25, 2019 | DeblurringImage Deblurring | —Unverified | 0 |
| Down-Scaling with Learned Kernels in Multi-Scale Deep Neural Networks for Non-Uniform Single Image Deblurring | Mar 25, 2019 | DeblurringImage Deblurring | —Unverified | 0 |
| Spatio-temporal Transformer Network for Video Restoration | Sep 1, 2018 | DeblurringOptical Flow Estimation | —Unverified | 0 |
| Adversarial Spatio-Temporal Learning for Video Deblurring | Mar 28, 2018 | DeblurringGenerative Adversarial Network | CodeCode Available | 0 |
| Joint Estimation of Camera Pose, Depth, Deblurring, and Super-Resolution from a Blurred Image Sequence | Sep 18, 2017 | Camera Pose EstimationDeblurring | —Unverified | 0 |
| Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel | Aug 11, 2017 | DeblurringOptical Flow Estimation | —Unverified | 0 |
| Deep Video Deblurring for Hand-Held Cameras | Jul 1, 2017 | DeblurringImage Deblurring | CodeCode Available | 0 |
| Online Video Deblurring via Dynamic Temporal Blending Network | Apr 11, 2017 | DeblurringVideo Deblurring | —Unverified | 0 |
| Simultaneous Stereo Video Deblurring and Scene Flow Estimation | Apr 11, 2017 | DeblurringScene Flow Estimation | —Unverified | 0 |
| Occlusion-Aware Video Deblurring with a New Layered Blur Model | Nov 29, 2016 | DeblurringObject | —Unverified | 0 |
| Deep Video Deblurring | Nov 25, 2016 | DeblurringImage Deblurring | CodeCode Available | 0 |
| Stereo Video Deblurring | Jul 28, 2016 | DeblurringVideo Deblurring | —Unverified | 0 |
| Dynamic Scene Deblurring using a Locally Adaptive Linear Blur Model | Mar 14, 2016 | DeblurringOptical Flow Estimation | —Unverified | 0 |
| Hand-held Video Deblurring via Efficient Fourier Aggregation | Sep 17, 2015 | DeblurringVideo Deblurring | —Unverified | 0 |
| Generalized Video Deblurring for Dynamic Scenes | Jul 9, 2015 | DeblurringOptical Flow Estimation | —Unverified | 0 |
| Intra-Frame Deblurring by Leveraging Inter-Frame Camera Motion | Jun 1, 2015 | DeblurringVideo Deblurring | —Unverified | 0 |
