| Unsupervised Methods for Video Quality Improvement: A Survey of Restoration and Enhancement Techniques | Jul 11, 2025 | Video Restoration | —Unverified | 0 |
| WonderFree: Enhancing Novel View Quality and Cross-View Consistency for 3D Scene Exploration | Jun 25, 2025 | 3D GenerationScene Generation | —Unverified | 0 |
| Plug-and-Play Linear Attention for Pre-trained Image and Video Restoration Models | Jun 10, 2025 | CPUDeblurring | CodeCode Available | 0 |
| SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training | Jun 5, 2025 | Image RestorationVideo Restoration | —Unverified | 0 |
| Zero-to-Hero: Zero-Shot Initialization Empowering Reference-Based Video Appearance Editing | May 29, 2025 | Optical Flow EstimationVideo Editing | CodeCode Available | 1 |
| Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining | May 22, 2025 | object-detectionObject Detection | —Unverified | 0 |
| Joint Flow And Feature Refinement Using Attention For Video Restoration | May 22, 2025 | DeblurringDenoising | —Unverified | 0 |
| Person Recognition at Altitude and Range: Fusion of Face, Body Shape and Gait | May 7, 2025 | Face RecognitionPerson Recognition | —Unverified | 0 |
| Solving Copyright Infringement on Short Video Platforms: Novel Datasets and an Audio Restoration Deep Learning Pipeline | Apr 30, 2025 | Music Source SeparationVideo Restoration | —Unverified | 0 |
| UniFlowRestore: A General Video Restoration Framework via Flow Matching and Prompt Guidance | Apr 12, 2025 | DenoisingSSIM | —Unverified | 0 |
| How I Warped Your Noise: a Temporally-Correlated Noise Prior for Diffusion Models | Apr 3, 2025 | Video EditingVideo Generation | —Unverified | 0 |
| Temporal-Consistent Video Restoration with Pre-trained Diffusion Models | Mar 19, 2025 | Optical Flow EstimationVideo Restoration | —Unverified | 0 |
| Removing Multiple Hybrid Adverse Weather in Video via a Unified Model | Mar 8, 2025 | BenchmarkingVideo Restoration | —Unverified | 0 |
| UDC-VIT: A Real-World Video Dataset for Under-Display Cameras | Jan 30, 2025 | Face RecognitionSSIM | CodeCode Available | 0 |
| Discrete Prior-based Temporal-coherent Content Prediction for Blind Face Video Restoration | Jan 17, 2025 | Video Restoration | CodeCode Available | 2 |
| SwinTExCo: Exemplar-based video colorization using Swin Transformer | Jan 15, 2025 | ColorizationVideo Restoration | CodeCode Available | 1 |
| LLVD: LSTM-based Explicit Motion Modeling in Latent Space for Blind Video Denoising | Jan 10, 2025 | DenoisingVideo Denoising | —Unverified | 0 |
| TDM: Temporally-Consistent Diffusion Model for All-in-One Real-World Video Restoration | Jan 4, 2025 | AllDenoising | —Unverified | 0 |
| SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration | Jan 2, 2025 | Video Restoration | —Unverified | 0 |
| Making Old Film Great Again: Degradation-aware State Space Model for Old Film Restoration | Jan 1, 2025 | MambaVideo Restoration | CodeCode Available | 1 |
| Hazy Low-Quality Satellite Video Restoration Via Learning Optimal Joint Degradation Patterns and Continuous-Scale Super-Resolution Reconstruction | Jan 1, 2025 | Super-ResolutionVideo Restoration | —Unverified | 0 |
| Dynamic Content Prediction with Motion-aware Priors for Blind Face Video Restoration | Jan 1, 2025 | Blind Face RestorationVideo Restoration | —Unverified | 0 |
| CompactFlowNet: Efficient Real-time Optical Flow Estimation on Mobile Devices | Dec 17, 2024 | Action RecognitionMotion Estimation | —Unverified | 0 |
| Reversing the Damage: A QP-Aware Transformer-Diffusion Approach for 8K Video Restoration under Codec Compression | Dec 12, 2024 | 4k8k | CodeCode Available | 1 |
| DiffMVR: Diffusion-based Automated Multi-Guidance Video Restoration | Nov 27, 2024 | Video InpaintingVideo Restoration | —Unverified | 0 |
