| VRT: A Video Restoration Transformer | Jan 28, 2022 | DeblurringDenoising | CodeCode Available | 3 |
| IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation | Jul 15, 2024 | DenoisingDepth Estimation | CodeCode Available | 2 |
| DynamiCtrl: Rethinking the Basic Structure and the Role of Text for High-quality Human Image Animation | Mar 27, 2025 | DenoisingHuman Animation | CodeCode Available | 2 |
| Learning Truncated Causal History Model for Video Restoration | Oct 4, 2024 | DeblurringDenoising | CodeCode Available | 2 |
| Progressive Autoregressive Video Diffusion Models | Oct 10, 2024 | DenoisingVideo Denoising | CodeCode Available | 2 |
| DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models | Jul 1, 2024 | DenoisingImage Restoration | CodeCode Available | 2 |
| Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising | Jan 26, 2021 | DenoisingImage Denoising | CodeCode Available | 1 |
| Deep Parametric 3D Filters for Joint Video Denoising and Illumination Enhancement in Video Super Resolution | Jul 5, 2022 | DecoderDenoising | CodeCode Available | 1 |
| Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-ahead Forward Ones | Apr 12, 2022 | DenoisingVideo Denoising | CodeCode Available | 1 |
| MANet: Improving Video Denoising with a Multi-Alignment Network | Feb 20, 2022 | DenoisingVideo Denoising | CodeCode Available | 1 |
| Multi-Stage Raw Video Denoising with Adversarial Loss and Gradient Mask | Mar 4, 2021 | DenoisingOptical Flow Estimation | CodeCode Available | 1 |
| Spatiotemporal Blind-Spot Network with Calibrated Flow Alignment for Self-Supervised Video Denoising | Dec 16, 2024 | DenoisingOptical Flow Estimation | CodeCode Available | 1 |
| Recurrent Video Restoration Transformer with Guided Deformable Attention | Jun 5, 2022 | Analog Video RestorationDeblurring | CodeCode Available | 1 |
| Toward Accurate and Temporally Consistent Video Restoration from Raw Data | Dec 25, 2023 | DemosaickingDenoising | CodeCode Available | 1 |
| NeRV: Neural Representations for Videos | Oct 26, 2021 | DenoisingNeural Network Compression | CodeCode Available | 1 |
| Video Enhancement with Task-Oriented Flow | Nov 24, 2017 | DenoisingMotion Estimation | CodeCode Available | 1 |
| A Simple Baseline for Video Restoration with Grouped Spatial-temporal Shift | Jun 22, 2022 | DeblurringDenoising | CodeCode Available | 1 |
| Color Image Denoising Using The Green Channel Prior | Feb 13, 2024 | Color Image DenoisingDenoising | CodeCode Available | 1 |
| Real-time Streaming Video Denoising with Bidirectional Buffers | Jul 14, 2022 | DenoisingVideo Denoising | CodeCode Available | 1 |
| Patch Craft: Video Denoising by Deep Modeling and Patch Matching | Mar 25, 2021 | Color Image DenoisingDenoising | CodeCode Available | 1 |
| Image Denoising Using Green Channel Prior | Aug 12, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| Implementation of the VBM3D Video Denoising Method and Some Variants | Jan 6, 2020 | DenoisingImage Denoising | CodeCode Available | 1 |
| Real-time Controllable Denoising for Image and Video | Mar 29, 2023 | DenoisingImage Denoising | CodeCode Available | 1 |
| Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image Denoisers | Sep 17, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| Unsupervised Deep Video Denoising | Nov 30, 2020 | DenoisingImage Denoising | CodeCode Available | 1 |
| Learning Deformable Kernels for Image and Video Denoising | Apr 15, 2019 | DenoisingImage Denoising | CodeCode Available | 1 |
| Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes | Mar 31, 2020 | DenoisingImage Denoising | CodeCode Available | 1 |
| Efficient Multi-Stage Video Denoising with Recurrent Spatio-Temporal Fusion | Mar 9, 2021 | DenoisingVideo Denoising | CodeCode Available | 1 |
| Learning Task-Oriented Flows to Mutually Guide Feature Alignment in Synthesized and Real Video Denoising | Aug 25, 2022 | DenoisingOptical Flow Estimation | —Unverified | 0 |
| Towards Real-World Video Denosing: A Practical Video Denosing Dataset and Network | Jul 4, 2022 | DenoisingVideo Denoising | —Unverified | 0 |
| Unsupervised Coordinate-Based Video Denoising | Jul 1, 2023 | Data AugmentationDenoising | —Unverified | 0 |
| Adapting MIMO video restoration networks to low latency constraints | Aug 22, 2024 | DenoisingVideo Denoising | —Unverified | 0 |
| RoVISQ: Reduction of Video Service Quality via Adversarial Attacks on Deep Learning-based Video Compression | Mar 18, 2022 | Adversarial AttackClassification | —Unverified | 0 |
| A Multi-scale Video Denoising Algorithm for Raw Image | Sep 5, 2022 | DenoisingImage Denoising | —Unverified | 0 |
| A Practical Gated Recurrent Transformer Network Incorporating Multiple Fusions for Video Denoising | Sep 10, 2024 | DenoisingVideo Denoising | —Unverified | 0 |
| A qualitative investigation of optical flow algorithms for video denoising | Apr 19, 2022 | DenoisingOptical Flow Estimation | —Unverified | 0 |
| Block-matching in FPGA | Jun 24, 2020 | DenoisingImage Denoising | —Unverified | 0 |
| CIM-NET: A Video Denoising Deep Neural Network Model Optimized for Computing-in-Memory Architectures | May 23, 2025 | DenoisingVideo Denoising | —Unverified | 0 |
| Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable | Apr 4, 2025 | DenoisingVideo Denoising | —Unverified | 0 |
| Coarse-to-Fine Video Denoising with Dual-Stage Spatial-Channel Transformer | Apr 30, 2022 | DenoisingVideo Denoising | —Unverified | 0 |
| Contrastive Learning for Low-light Raw Denoising | May 5, 2023 | Contrastive LearningDenoising | —Unverified | 0 |
| Dancing under the stars: video denoising in starlight | Apr 8, 2022 | DenoisingImage Denoising | —Unverified | 0 |
| Diagnosing and Preventing Instabilities in Recurrent Video Processing | Oct 10, 2020 | DenoisingDiagnostic | —Unverified | 0 |
| Enhancing Low Light Videos by Exploring High Sensitivity Camera Noise | Oct 1, 2019 | DenoisingSensitivity | —Unverified | 0 |
| Exploiting Temporal Attention Features for Effective Denoising in Videos | Aug 5, 2020 | DecoderDenoising | —Unverified | 0 |
| Gated Recurrent Unit for Video Denoising | Oct 17, 2022 | DenoisingVideo Denoising | —Unverified | 0 |
| GPU acceleration of NL-means, BM3D and VBM3D | Feb 7, 2020 | CPUDenoising | —Unverified | 0 |
| Imagine360: Immersive 360 Video Generation from Perspective Anchor | Dec 4, 2024 | DenoisingVideo Denoising | —Unverified | 0 |
| Learnable Sampling 3D Convolution for Video Enhancement and Action Recognition | Nov 22, 2020 | Action RecognitionDenoising | —Unverified | 0 |
| Learning Model-Blind Temporal Denoisers without Ground Truths | Jul 7, 2020 | DenoisingDiversity | —Unverified | 0 |
