| VRT: A Video Restoration Transformer | Jan 28, 2022 | DeblurringDenoising | CodeCode Available | 3 | 5 |
| IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation | Jul 15, 2024 | DenoisingDepth Estimation | CodeCode Available | 2 | 5 |
| Progressive Autoregressive Video Diffusion Models | Oct 10, 2024 | DenoisingVideo Denoising | 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 |
| DynamiCtrl: Rethinking the Basic Structure and the Role of Text for High-quality Human Image Animation | Mar 27, 2025 | DenoisingHuman Animation | CodeCode Available | 2 | 5 |
| Real-time Streaming Video Denoising with Bidirectional Buffers | Jul 14, 2022 | DenoisingVideo Denoising | CodeCode Available | 1 | 5 |
| Implementation of the VBM3D Video Denoising Method and Some Variants | Jan 6, 2020 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| Recurrent Video Restoration Transformer with Guided Deformable Attention | Jun 5, 2022 | Analog Video RestorationDeblurring | CodeCode Available | 1 | 5 |
| Video Enhancement with Task-Oriented Flow | Nov 24, 2017 | DenoisingMotion Estimation | CodeCode Available | 1 | 5 |
| A Simple Baseline for Video Restoration with Grouped Spatial-temporal Shift | Jun 22, 2022 | DeblurringDenoising | CodeCode Available | 1 | 5 |
| Color Image Denoising Using The Green Channel Prior | Feb 13, 2024 | Color Image DenoisingDenoising | CodeCode Available | 1 | 5 |
| Patch Craft: Video Denoising by Deep Modeling and Patch Matching | Mar 25, 2021 | Color Image DenoisingDenoising | CodeCode Available | 1 | 5 |
| Image Denoising Using Green Channel Prior | Aug 12, 2024 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| Real-time Controllable Denoising for Image and Video | Mar 29, 2023 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| Learning Deformable Kernels for Image and Video Denoising | Apr 15, 2019 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| Efficient Multi-Stage Video Denoising with Recurrent Spatio-Temporal Fusion | Mar 9, 2021 | DenoisingVideo Denoising | CodeCode Available | 1 | 5 |
| Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising | Jan 26, 2021 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| Spatiotemporal Blind-Spot Network with Calibrated Flow Alignment for Self-Supervised Video Denoising | Dec 16, 2024 | DenoisingOptical Flow Estimation | CodeCode Available | 1 | 5 |
| Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes | Mar 31, 2020 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image Denoisers | Sep 17, 2024 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| Toward Accurate and Temporally Consistent Video Restoration from Raw Data | Dec 25, 2023 | DemosaickingDenoising | 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 |
| Deep Parametric 3D Filters for Joint Video Denoising and Illumination Enhancement in Video Super Resolution | Jul 5, 2022 | DecoderDenoising | CodeCode Available | 1 | 5 |
| Unsupervised Deep Video Denoising | Nov 30, 2020 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| MANet: Improving Video Denoising with a Multi-Alignment Network | Feb 20, 2022 | DenoisingVideo Denoising | CodeCode Available | 1 | 5 |
| Multi-Stage Raw Video Denoising with Adversarial Loss and Gradient Mask | Mar 4, 2021 | DenoisingOptical Flow Estimation | CodeCode Available | 1 | 5 |
| NeRV: Neural Representations for Videos | Oct 26, 2021 | DenoisingNeural Network Compression | CodeCode Available | 1 | 5 |
| DVDnet: A Fast Network for Deep Video Denoising | Jun 4, 2019 | DenoisingVideo Denoising | CodeCode Available | 0 | 5 |
| Modular proximal optimization for multidimensional total-variation regularization | Nov 3, 2014 | DenoisingImage Deconvolution | CodeCode Available | 0 | 5 |
| Learning in Deep Factor Graphs with Gaussian Belief Propagation | Nov 24, 2023 | Continual LearningDenoising | CodeCode Available | 0 | 5 |
| Joint Adaptive Sparsity and Low-Rankness on the Fly: An Online Tensor Reconstruction Scheme for Video Denoising | Oct 1, 2017 | DenoisingVideo Denoising | CodeCode Available | 0 | 5 |
| FastDVDnet: Towards Real-Time Deep Video Denoising Without Flow Estimation | Jul 1, 2019 | DenoisingMotion Compensation | CodeCode Available | 0 | 5 |
| First image then video: A two-stage network for spatiotemporal video denoising | Jan 2, 2020 | DenoisingImage Denoising | CodeCode Available | 0 | 5 |
| VIDOSAT: High-dimensional Sparsifying Transform Learning for Online Video Denoising | Oct 3, 2017 | DenoisingDictionary Learning | CodeCode Available | 0 | 5 |
| ViDeNN: Deep Blind Video Denoising | Apr 24, 2019 | DenoisingVideo Denoising | CodeCode Available | 0 | 5 |
| Non-Local Video Denoising by CNN | Nov 30, 2018 | DenoisingImage Denoising | CodeCode Available | 0 | 5 |
| Model-blind Video Denoising Via Frame-to-frame Training | Nov 30, 2018 | DenoisingVideo Denoising | CodeCode Available | 0 | 5 |
| Recurrent Self-Supervised Video Denoising with Denser Receptive Field | Aug 7, 2023 | DenoisingVideo Denoising | CodeCode Available | 0 | 5 |
| Deep Video Inpainting | May 5, 2019 | DecoderImage Inpainting | CodeCode Available | 0 | 5 |
| Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence | May 8, 2019 | DecoderVideo Denoising | CodeCode Available | 0 | 5 |
| Cascading Refinement Video Denoising with Uncertainty Adaptivity | Aug 5, 2024 | DenoisingVideo Denoising | —Unverified | 0 | 0 |
| Unsupervised Microscopy Video Denoising | Apr 17, 2024 | DenoisingVideo Denoising | —Unverified | 0 | 0 |
| Video Denoising and Enhancement via Dynamic Video Layering | Oct 5, 2017 | DenoisingVideo Denoising | —Unverified | 0 | 0 |
| Video Denoising in Fluorescence Guided Surgery | Nov 14, 2024 | DenoisingVideo Denoising | —Unverified | 0 | 0 |
| Video Restoration with a Deep Plug-and-Play Prior | Sep 6, 2022 | DeblurringDenoising | —Unverified | 0 | 0 |
| VidMan: Exploiting Implicit Dynamics from Video Diffusion Model for Effective Robot Manipulation | Nov 14, 2024 | DenoisingRobot Manipulation | —Unverified | 0 | 0 |
| VJT: A Video Transformer on Joint Tasks of Deblurring, Low-light Enhancement and Denoising | Jan 26, 2024 | DeblurringDenoising | —Unverified | 0 | 0 |
| Unsupervised Coordinate-Based Video Denoising | Jul 1, 2023 | Data AugmentationDenoising | —Unverified | 0 | 0 |
| Adapting MIMO video restoration networks to low latency constraints | Aug 22, 2024 | DenoisingVideo Denoising | —Unverified | 0 | 0 |
