| VRT: A Video Restoration Transformer | Jan 28, 2022 | DeblurringDenoising | CodeCode Available | 3 |
| DynamiCtrl: Rethinking the Basic Structure and the Role of Text for High-quality Human Image Animation | Mar 27, 2025 | DenoisingHuman Animation | CodeCode Available | 2 |
| Progressive Autoregressive Video Diffusion Models | Oct 10, 2024 | DenoisingVideo Denoising | CodeCode Available | 2 |
| Learning Truncated Causal History Model for Video Restoration | Oct 4, 2024 | DeblurringDenoising | CodeCode Available | 2 |
| IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation | Jul 15, 2024 | DenoisingDepth Estimation | CodeCode Available | 2 |
| DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models | Jul 1, 2024 | DenoisingImage Restoration | CodeCode Available | 2 |
| Spatiotemporal Blind-Spot Network with Calibrated Flow Alignment for Self-Supervised Video Denoising | Dec 16, 2024 | DenoisingOptical Flow Estimation | CodeCode Available | 1 |
| Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image Denoisers | Sep 17, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| Image Denoising Using Green Channel Prior | Aug 12, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| Color Image Denoising Using The Green Channel Prior | Feb 13, 2024 | Color Image DenoisingDenoising | CodeCode Available | 1 |
| Toward Accurate and Temporally Consistent Video Restoration from Raw Data | Dec 25, 2023 | DemosaickingDenoising | CodeCode Available | 1 |
| Real-time Controllable Denoising for Image and Video | Mar 29, 2023 | DenoisingImage Denoising | CodeCode Available | 1 |
| Real-time Streaming Video Denoising with Bidirectional Buffers | Jul 14, 2022 | DenoisingVideo 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 |
| A Simple Baseline for Video Restoration with Grouped Spatial-temporal Shift | Jun 22, 2022 | DeblurringDenoising | CodeCode Available | 1 |
| Recurrent Video Restoration Transformer with Guided Deformable Attention | Jun 5, 2022 | Analog Video RestorationDeblurring | 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 |
| NeRV: Neural Representations for Videos | Oct 26, 2021 | DenoisingNeural Network Compression | CodeCode Available | 1 |
| Patch Craft: Video Denoising by Deep Modeling and Patch Matching | Mar 25, 2021 | Color Image DenoisingDenoising | CodeCode Available | 1 |
| Efficient Multi-Stage Video Denoising with Recurrent Spatio-Temporal Fusion | Mar 9, 2021 | 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 |
| Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising | Jan 26, 2021 | DenoisingImage Denoising | CodeCode Available | 1 |
| Unsupervised Deep Video Denoising | Nov 30, 2020 | DenoisingImage Denoising | CodeCode Available | 1 |
| Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes | Mar 31, 2020 | DenoisingImage Denoising | CodeCode Available | 1 |
| Implementation of the VBM3D Video Denoising Method and Some Variants | Jan 6, 2020 | DenoisingImage Denoising | CodeCode Available | 1 |
| Learning Deformable Kernels for Image and Video Denoising | Apr 15, 2019 | DenoisingImage Denoising | CodeCode Available | 1 |
| Video Enhancement with Task-Oriented Flow | Nov 24, 2017 | DenoisingMotion Estimation | CodeCode Available | 1 |
| MotionPro: A Precise Motion Controller for Image-to-Video Generation | May 26, 2025 | DenoisingImage to Video Generation | —Unverified | 0 |
| CIM-NET: A Video Denoising Deep Neural Network Model Optimized for Computing-in-Memory Architectures | May 23, 2025 | DenoisingVideo Denoising | —Unverified | 0 |
| UniFlowRestore: A General Video Restoration Framework via Flow Matching and Prompt Guidance | Apr 12, 2025 | DenoisingSSIM | —Unverified | 0 |
| Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable | Apr 4, 2025 | DenoisingVideo Denoising | —Unverified | 0 |
| Ouroboros-Diffusion: Exploring Consistent Content Generation in Tuning-free Long Video Diffusion | Jan 15, 2025 | DenoisingVideo Denoising | —Unverified | 0 |
| LLVD: LSTM-based Explicit Motion Modeling in Latent Space for Blind Video Denoising | Jan 10, 2025 | DenoisingVideo Denoising | —Unverified | 0 |
| Tuning-Free Long Video Generation via Global-Local Collaborative Diffusion | Jan 8, 2025 | DenoisingDiversity | —Unverified | 0 |
| Imagine360: Immersive 360 Video Generation from Perspective Anchor | Dec 4, 2024 | DenoisingVideo Denoising | —Unverified | 0 |
| VidMan: Exploiting Implicit Dynamics from Video Diffusion Model for Effective Robot Manipulation | Nov 14, 2024 | DenoisingRobot Manipulation | —Unverified | 0 |
| Video Denoising in Fluorescence Guided Surgery | Nov 14, 2024 | DenoisingVideo Denoising | —Unverified | 0 |
| Nonlinear Inverse Design of Mechanical Multi-Material Metamaterials Enabled by Video Denoising Diffusion and Structure Identifier | Sep 20, 2024 | DenoisingVideo Denoising | —Unverified | 0 |
| A Practical Gated Recurrent Transformer Network Incorporating Multiple Fusions for Video Denoising | Sep 10, 2024 | DenoisingVideo Denoising | —Unverified | 0 |
| Adapting MIMO video restoration networks to low latency constraints | Aug 22, 2024 | DenoisingVideo Denoising | —Unverified | 0 |
| Lightweight Video Denoising Using a Classic Bayesian Backbone | Aug 7, 2024 | DenoisingVideo Denoising | —Unverified | 0 |
| Cascading Refinement Video Denoising with Uncertainty Adaptivity | Aug 5, 2024 | DenoisingVideo Denoising | —Unverified | 0 |
| Unsupervised Microscopy Video Denoising | Apr 17, 2024 | DenoisingVideo Denoising | —Unverified | 0 |
| Learning Spatial Adaptation and Temporal Coherence in Diffusion Models for Video Super-Resolution | Mar 25, 2024 | DecoderDenoising | —Unverified | 0 |
| VJT: A Video Transformer on Joint Tasks of Deblurring, Low-light Enhancement and Denoising | Jan 26, 2024 | DeblurringDenoising | —Unverified | 0 |
| Learning in Deep Factor Graphs with Gaussian Belief Propagation | Nov 24, 2023 | Continual LearningDenoising | CodeCode Available | 0 |
| Space-Time Attention with Shifted Non-Local Search | Sep 28, 2023 | DenoisingVideo Denoising | —Unverified | 0 |
| Recurrent Self-Supervised Video Denoising with Denser Receptive Field | Aug 7, 2023 | DenoisingVideo Denoising | CodeCode Available | 0 |
| Unsupervised Coordinate-Based Video Denoising | Jul 1, 2023 | Data AugmentationDenoising | —Unverified | 0 |
