| VRT: A Video Restoration Transformer | Jan 28, 2022 | DeblurringDenoising | CodeCode Available | 3 |
| Learning Truncated Causal History Model for Video Restoration | Oct 4, 2024 | DeblurringDenoising | CodeCode Available | 2 |
| Blur-aware Spatio-temporal Sparse Transformer for Video Deblurring | Jun 11, 2024 | DeblurringOptical Flow Estimation | CodeCode Available | 2 |
| Improving Image Restoration by Revisiting Global Information Aggregation | Dec 8, 2021 | Color Image DenoisingDeblurring | CodeCode Available | 2 |
| On the Generalization of BasicVSR++ to Video Deblurring and Denoising | Apr 11, 2022 | DeblurringDenoising | CodeCode Available | 2 |
| Aggregating Nearest Sharp Features via Hybrid Transformers for Video Deblurring | Sep 13, 2023 | DeblurringVideo Deblurring | CodeCode Available | 1 |
| Recurrent Video Deblurring with Blur-Invariant Motion Estimation and Pixel Volumes | Aug 23, 2021 | DeblurringMotion Compensation | CodeCode Available | 1 |
| Spatio-Temporal Deformable Attention Network for Video Deblurring | Jul 22, 2022 | DeblurringDecoder | CodeCode Available | 1 |
| Multi-Scale Memory-Based Video Deblurring | Apr 6, 2022 | Analog Video RestorationDeblurring | CodeCode Available | 1 |
| Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data | Dec 6, 2020 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| Real-Time Video Deblurring via Lightweight Motion Compensation | May 25, 2022 | DeblurringMotion Compensation | CodeCode Available | 1 |
| CMTA: Cross-Modal Temporal Alignment for Event-guided Video Deblurring | Aug 27, 2024 | DeblurringVideo Deblurring | CodeCode Available | 1 |
| Multi-Scale Separable Network for Ultra-High-Definition Video Deblurring | Jan 1, 2021 | 4kDeblurring | CodeCode Available | 1 |
| Rethinking Video Deblurring with Wavelet-Aware Dynamic Transformer and Diffusion Model | Aug 24, 2024 | DeblurringVideo Deblurring | CodeCode Available | 1 |
| Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring | Dec 9, 2021 | DeblurringVideo Deblurring | CodeCode Available | 1 |
| Flow-Guided Sparse Transformer for Video Deblurring | Jan 6, 2022 | DeblurringOptical Flow Estimation | CodeCode Available | 1 |
| Deep Discriminative Spatial and Temporal Network for Efficient Video Deblurring | Jan 1, 2023 | DeblurringVideo Deblurring | CodeCode Available | 1 |
| Cascaded Deep Video Deblurring Using Temporal Sharpness Prior | Apr 6, 2020 | DeblurringOptical Flow Estimation | CodeCode Available | 1 |
| Efficient Video Deblurring Guided by Motion Magnitude | Jul 27, 2022 | DeblurringOptical Flow Estimation | CodeCode Available | 1 |
| Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network | Jun 30, 2021 | DeblurringImage Deblurring | CodeCode Available | 1 |
| DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better | Aug 10, 2019 | Blind Face RestorationDeblurring | CodeCode Available | 1 |
| Domain-adaptive Video Deblurring via Test-time Blurring | Jul 12, 2024 | DeblurringDomain Adaptation | CodeCode Available | 1 |
| Bringing Events Into Video Deblurring With Non-Consecutively Blurry Frames | Jan 1, 2021 | DeblurringVideo Deblurring | CodeCode Available | 1 |
| HyperCUT: Video Sequence from a Single Blurry Image using Unsupervised Ordering | Apr 4, 2023 | DeblurringVideo Deblurring | CodeCode Available | 1 |
| A Simple Baseline for Video Restoration with Grouped Spatial-temporal Shift | Jun 22, 2022 | DeblurringDenoising | CodeCode Available | 1 |
