| VRT: A Video Restoration Transformer | Jan 28, 2022 | DeblurringDenoising | CodeCode Available | 3 |
| BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment | Apr 27, 2021 | Analog Video RestorationSnow Removal | CodeCode Available | 3 |
| On the Generalization of BasicVSR++ to Video Deblurring and Denoising | Apr 11, 2022 | DeblurringDenoising | CodeCode Available | 2 |
| Discrete Prior-based Temporal-coherent Content Prediction for Blind Face Video Restoration | Jan 17, 2025 | Video Restoration | CodeCode Available | 2 |
| RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining | Jul 31, 2024 | Optical Flow EstimationRain Removal | CodeCode Available | 2 |
| Learning Truncated Causal History Model for Video Restoration | Oct 4, 2024 | DeblurringDenoising | CodeCode Available | 2 |
| Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency | Nov 25, 2024 | QuantizationVideo Restoration | CodeCode Available | 2 |
| DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models | Jul 1, 2024 | DenoisingImage Restoration | CodeCode Available | 2 |
| Spatio-temporal deformable convolution for compressed video quality enhancement | Apr 3, 2020 | Video EnhancementVideo Restoration | CodeCode Available | 1 |
| Revisiting Temporal Alignment for Video Restoration | Nov 30, 2021 | DeblurringDenoising | CodeCode Available | 1 |
| Self-Supervised Deep Blind Video Super-Resolution | Jan 19, 2022 | Optical Flow EstimationSelf-Supervised Learning | CodeCode Available | 1 |
| Decoupling Degradations with Recurrent Network for Video Restoration in Under-Display Camera | Mar 8, 2024 | Image RestorationVideo Restoration | CodeCode Available | 1 |
| Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring | Dec 9, 2021 | DeblurringVideo Deblurring | CodeCode Available | 1 |
| Collaborative Feedback Discriminative Propagation for Video Super-Resolution | Apr 6, 2024 | Super-ResolutionVideo Reconstruction | CodeCode Available | 1 |
| SwinTExCo: Exemplar-based video colorization using Swin Transformer | Jan 15, 2025 | ColorizationVideo Restoration | CodeCode Available | 1 |
| Reference-based Restoration of Digitized Analog Videotapes | Oct 20, 2023 | Analog Video RestorationArtifact Detection | CodeCode Available | 1 |
| Quanta Video Restoration | Oct 19, 2024 | Video Restoration | CodeCode Available | 1 |
| Restoration of Analog Videos Using Swin-UNet | Nov 7, 2023 | Analog Video RestorationVideo Restoration | CodeCode Available | 1 |
| A Simple Baseline for Video Restoration with Grouped Spatial-temporal Shift | Jun 22, 2022 | DeblurringDenoising | CodeCode Available | 1 |
| DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting | Nov 19, 2021 | DeblurringVideo Enhancement | CodeCode Available | 1 |
| Recurrent Video Restoration Transformer with Guided Deformable Attention | Jun 5, 2022 | Analog Video RestorationDeblurring | CodeCode Available | 1 |
| EDVR: Video Restoration with Enhanced Deformable Convolutional Networks | May 7, 2019 | DeblurringSuper-Resolution | CodeCode Available | 1 |
| Making Old Film Great Again: Degradation-aware State Space Model for Old Film Restoration | Jan 1, 2025 | MambaVideo Restoration | CodeCode Available | 1 |
| Progressive Training of A Two-Stage Framework for Video Restoration | Apr 21, 2022 | Super-ResolutionTransfer Learning | CodeCode Available | 1 |
| Reversing the Damage: A QP-Aware Transformer-Diffusion Approach for 8K Video Restoration under Codec Compression | Dec 12, 2024 | 4k8k | CodeCode Available | 1 |
