| Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency | Nov 25, 2024 | QuantizationVideo Restoration | CodeCode Available | 2 |
| Quanta Video Restoration | Oct 19, 2024 | Video Restoration | CodeCode Available | 1 |
| Learning Truncated Causal History Model for Video Restoration | Oct 4, 2024 | DeblurringDenoising | CodeCode Available | 2 |
| Adapting MIMO video restoration networks to low latency constraints | Aug 22, 2024 | DenoisingVideo Denoising | —Unverified | 0 |
| Physical prior guided cooperative learning framework for joint turbulence degradation estimation and infrared video restoration | Aug 8, 2024 | Image RestorationVideo Restoration | —Unverified | 0 |
| RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining | Jul 31, 2024 | Optical Flow EstimationRain Removal | CodeCode Available | 2 |
| DeTurb: Atmospheric Turbulence Mitigation with Deformable 3D Convolutions and 3D Swin Transformers | Jul 30, 2024 | AstronomyVideo Restoration | —Unverified | 0 |
| MNeRV: A Multilayer Neural Representation for Videos | Jul 10, 2024 | Decoderregression | CodeCode Available | 0 |
| Zero-Shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model | Jul 2, 2024 | Image RestorationVideo Restoration | CodeCode Available | 0 |
| DaBiT: Depth and Blur informed Transformer for Joint Refocusing and Super-Resolution | Jul 1, 2024 | DeblurringSuper-Resolution | CodeCode Available | 0 |
| DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models | Jul 1, 2024 | DenoisingImage Restoration | CodeCode Available | 2 |
| HR-INR: Continuous Space-Time Video Super-Resolution via Event Camera | May 22, 2024 | Space-time Video Super-resolutionSuper-Resolution | CodeCode Available | 0 |
| SC-HVPPNet: Spatial and Channel Hybrid-Attention Video Post-Processing Network with CNN and Transformer | Apr 23, 2024 | Video Restoration | —Unverified | 0 |
| Turb-Seg-Res: A Segment-then-Restore Pipeline for Dynamic Videos with Atmospheric Turbulence | Apr 21, 2024 | Motion SegmentationOptical Flow Estimation | —Unverified | 0 |
| 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 |
| Collaborative Feedback Discriminative Propagation for Video Super-Resolution | Apr 6, 2024 | Super-ResolutionVideo Reconstruction | CodeCode Available | 1 |
| Decoupling Degradations with Recurrent Network for Video Restoration in Under-Display Camera | Mar 8, 2024 | Image RestorationVideo Restoration | CodeCode Available | 1 |
| VJT: A Video Transformer on Joint Tasks of Deblurring, Low-light Enhancement and Denoising | Jan 26, 2024 | DeblurringDenoising | —Unverified | 0 |
| MR-VNet: Media Restoration using Volterra Networks | Jan 1, 2024 | Image DeblurringVideo Restoration | —Unverified | 0 |
| Toward Accurate and Temporally Consistent Video Restoration from Raw Data | Dec 25, 2023 | DemosaickingDenoising | CodeCode Available | 1 |
| ViStripformer: A Token-Efficient Transformer for Versatile Video Restoration | Dec 22, 2023 | DeblurringRain Removal | CodeCode Available | 0 |
| ConVRT: Consistent Video Restoration Through Turbulence with Test-time Optimization of Neural Video Representations | Dec 7, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration | Nov 26, 2023 | DeblurringImage Enhancement | CodeCode Available | 0 |
| Restoration of Analog Videos Using Swin-UNet | Nov 7, 2023 | Analog Video RestorationVideo Restoration | CodeCode Available | 1 |
| Reference-based Restoration of Digitized Analog Videotapes | Oct 20, 2023 | Analog Video RestorationArtifact Detection | CodeCode Available | 1 |
