| BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment | Apr 27, 2021 | Analog Video RestorationSnow Removal | CodeCode Available | 3 | 5 |
| VRT: A Video Restoration Transformer | Jan 28, 2022 | DeblurringDenoising | CodeCode Available | 3 | 5 |
| Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency | Nov 25, 2024 | QuantizationVideo Restoration | CodeCode Available | 2 | 5 |
| On the Generalization of BasicVSR++ to Video Deblurring and Denoising | Apr 11, 2022 | DeblurringDenoising | CodeCode Available | 2 | 5 |
| Learning Truncated Causal History Model for Video Restoration | Oct 4, 2024 | DeblurringDenoising | CodeCode Available | 2 | 5 |
| DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models | Jul 1, 2024 | DenoisingImage Restoration | CodeCode Available | 2 | 5 |
| RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining | Jul 31, 2024 | Optical Flow EstimationRain Removal | CodeCode Available | 2 | 5 |
| Discrete Prior-based Temporal-coherent Content Prediction for Blind Face Video Restoration | Jan 17, 2025 | Video Restoration | CodeCode Available | 2 | 5 |
| Revisiting Temporal Alignment for Video Restoration | Nov 30, 2021 | DeblurringDenoising | CodeCode Available | 1 | 5 |
| EDVR: Video Restoration with Enhanced Deformable Convolutional Networks | May 7, 2019 | DeblurringSuper-Resolution | CodeCode Available | 1 | 5 |
| Self-Supervised Deep Blind Video Super-Resolution | Jan 19, 2022 | Optical Flow EstimationSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring | Dec 9, 2021 | DeblurringVideo Deblurring | CodeCode Available | 1 | 5 |
| Making Old Film Great Again: Degradation-aware State Space Model for Old Film Restoration | Jan 1, 2025 | MambaVideo Restoration | CodeCode Available | 1 | 5 |
| Spatio-temporal deformable convolution for compressed video quality enhancement | Apr 3, 2020 | Video EnhancementVideo Restoration | CodeCode Available | 1 | 5 |
| Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration | May 20, 2022 | DeblurringOptical Flow Estimation | CodeCode Available | 1 | 5 |
| Progressive Training of A Two-Stage Framework for Video Restoration | Apr 21, 2022 | Super-ResolutionTransfer Learning | CodeCode Available | 1 | 5 |
| Quanta Video Restoration | Oct 19, 2024 | Video Restoration | CodeCode Available | 1 | 5 |
| Recurrent Video Restoration Transformer with Guided Deformable Attention | Jun 5, 2022 | Analog Video RestorationDeblurring | CodeCode Available | 1 | 5 |
| Reference-based Restoration of Digitized Analog Videotapes | Oct 20, 2023 | Analog Video RestorationArtifact Detection | CodeCode Available | 1 | 5 |
| Restoration of Analog Videos Using Swin-UNet | Nov 7, 2023 | Analog Video RestorationVideo Restoration | CodeCode Available | 1 | 5 |
| Decoupling Degradations with Recurrent Network for Video Restoration in Under-Display Camera | Mar 8, 2024 | Image RestorationVideo Restoration | CodeCode Available | 1 | 5 |
| Reversing the Damage: A QP-Aware Transformer-Diffusion Approach for 8K Video Restoration under Codec Compression | Dec 12, 2024 | 4k8k | CodeCode Available | 1 | 5 |
| SwinTExCo: Exemplar-based video colorization using Swin Transformer | Jan 15, 2025 | ColorizationVideo Restoration | CodeCode Available | 1 | 5 |
| Toward Accurate and Temporally Consistent Video Restoration from Raw Data | Dec 25, 2023 | DemosaickingDenoising | CodeCode Available | 1 | 5 |
| Transcoded Video Restoration by Temporal Spatial Auxiliary Network | Dec 15, 2021 | Video EditingVideo Restoration | CodeCode Available | 1 | 5 |
| DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting | Nov 19, 2021 | DeblurringVideo Enhancement | CodeCode Available | 1 | 5 |
| Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-ahead Forward Ones | Apr 12, 2022 | DenoisingVideo Denoising | CodeCode Available | 1 | 5 |
| Collaborative Feedback Discriminative Propagation for Video Super-Resolution | Apr 6, 2024 | Super-ResolutionVideo Reconstruction | CodeCode Available | 1 | 5 |
| A Simple Baseline for Video Restoration with Grouped Spatial-temporal Shift | Jun 22, 2022 | DeblurringDenoising | CodeCode Available | 1 | 5 |
| VDTR: Video Deblurring with Transformer | Apr 17, 2022 | DeblurringDecoder | CodeCode Available | 1 | 5 |
| Zero-to-Hero: Zero-Shot Initialization Empowering Reference-Based Video Appearance Editing | May 29, 2025 | Optical Flow EstimationVideo Editing | CodeCode Available | 1 | 5 |
| Task Agnostic Restoration of Natural Video Dynamics | Jun 8, 2022 | TranslationVideo Restoration | CodeCode Available | 0 | 5 |
| DaBiT: Depth and Blur informed Transformer for Joint Refocusing and Super-Resolution | Jul 1, 2024 | DeblurringSuper-Resolution | CodeCode Available | 0 | 5 |
| Neural Image Re-Exposure | May 23, 2023 | DeblurringDecoder | CodeCode Available | 0 | 5 |
| Plug-and-Play Linear Attention for Pre-trained Image and Video Restoration Models | Jun 10, 2025 | CPUDeblurring | CodeCode Available | 0 | 5 |
| Influence-guided Data Augmentation for Neural Tensor Completion | Aug 23, 2021 | Data AugmentationImputation | CodeCode Available | 0 | 5 |
| MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed Video | Feb 26, 2019 | Video EnhancementVideo Restoration | CodeCode Available | 0 | 5 |
| Zero-Shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model | Jul 2, 2024 | Image RestorationVideo Restoration | CodeCode Available | 0 | 5 |
| MNeRV: A Multilayer Neural Representation for Videos | Jul 10, 2024 | Decoderregression | CodeCode Available | 0 | 5 |
| FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration | Nov 26, 2023 | DeblurringImage Enhancement | CodeCode Available | 0 | 5 |
| HR-INR: Continuous Space-Time Video Super-Resolution via Event Camera | May 22, 2024 | Space-time Video Super-resolutionSuper-Resolution | CodeCode Available | 0 | 5 |
| A New Multi-Picture Architecture for Learned Video Deinterlacing and Demosaicing with Parallel Deformable Convolution and Self-Attention Blocks | Apr 19, 2024 | DemosaickingDenoising | CodeCode Available | 0 | 5 |
| Restoration of User Videos Shared on Social Media | Aug 18, 2022 | Video Restoration | CodeCode Available | 0 | 5 |
| ViStripformer: A Token-Efficient Transformer for Versatile Video Restoration | Dec 22, 2023 | DeblurringRain Removal | CodeCode Available | 0 | 5 |
| UDC-VIT: A Real-World Video Dataset for Under-Display Cameras | Jan 30, 2025 | Face RecognitionSSIM | CodeCode Available | 0 | 5 |
| Dual Inverse Degradation Network for Real-World SDRTV-to-HDRTV Conversion | Jul 7, 2023 | inverse tone mappingInverse-Tone-Mapping | —Unverified | 0 | 0 |
| Turb-Seg-Res: A Segment-then-Restore Pipeline for Dynamic Videos with Atmospheric Turbulence | Apr 21, 2024 | Motion SegmentationOptical Flow Estimation | —Unverified | 0 | 0 |
| A comprehensive survey on video frame interpolation techniques | Jan 4, 2021 | SurveyVideo Frame Interpolation | —Unverified | 0 | 0 |
| Unlocking Masked Autoencoders as Loss Function for Image and Video Restoration | Mar 29, 2023 | DenoisingImage Denoising | —Unverified | 0 | 0 |
| Unsupervised Methods for Video Quality Improvement: A Survey of Restoration and Enhancement Techniques | Jul 11, 2025 | Video Restoration | —Unverified | 0 | 0 |
