| 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 |
| DynamiCtrl: Rethinking the Basic Structure and the Role of Text for High-quality Human Image Animation | Mar 27, 2025 | DenoisingHuman Animation | CodeCode Available | 2 |
| 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 |
| Spatiotemporal Blind-Spot Network with Calibrated Flow Alignment for Self-Supervised Video Denoising | Dec 16, 2024 | DenoisingOptical Flow Estimation | CodeCode Available | 1 |
| 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 |
| 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 |
| Nonlinear Inverse Design of Mechanical Multi-Material Metamaterials Enabled by Video Denoising Diffusion and Structure Identifier | Sep 20, 2024 | DenoisingVideo Denoising | —Unverified | 0 |
| Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image Denoisers | Sep 17, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| 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 |
| Image Denoising Using Green Channel Prior | Aug 12, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| 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 |
| 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 |
| 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 |
| Color Image Denoising Using The Green Channel Prior | Feb 13, 2024 | Color Image DenoisingDenoising | CodeCode Available | 1 |
| VJT: A Video Transformer on Joint Tasks of Deblurring, Low-light Enhancement and Denoising | Jan 26, 2024 | DeblurringDenoising | —Unverified | 0 |
| Toward Accurate and Temporally Consistent Video Restoration from Raw Data | Dec 25, 2023 | DemosaickingDenoising | CodeCode Available | 1 |
| 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 |
| Contrastive Learning for Low-light Raw Denoising | May 5, 2023 | Contrastive LearningDenoising | —Unverified | 0 |
| RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset | May 1, 2023 | 4kDenoising | —Unverified | 0 |
| Unlocking Masked Autoencoders as Loss Function for Image and Video Restoration | Mar 29, 2023 | DenoisingImage Denoising | —Unverified | 0 |
| Real-time Controllable Denoising for Image and Video | Mar 29, 2023 | DenoisingImage Denoising | CodeCode Available | 1 |
| Low Latency Video Denoising for Online Conferencing Using CNN Architectures | Feb 17, 2023 | DenoisingImage Denoising | —Unverified | 0 |
| Skip-Attention: Improving Vision Transformers by Paying Less Attention | Jan 5, 2023 | Denoisingimage-classification | —Unverified | 0 |
| Gated Recurrent Unit for Video Denoising | Oct 17, 2022 | DenoisingVideo Denoising | —Unverified | 0 |
| Video Restoration with a Deep Plug-and-Play Prior | Sep 6, 2022 | DeblurringDenoising | —Unverified | 0 |
| A Multi-scale Video Denoising Algorithm for Raw Image | Sep 5, 2022 | DenoisingImage Denoising | —Unverified | 0 |
| Learning Task-Oriented Flows to Mutually Guide Feature Alignment in Synthesized and Real Video Denoising | Aug 25, 2022 | DenoisingOptical Flow Estimation | —Unverified | 0 |
| 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 |
| Towards Real-World Video Denosing: A Practical Video Denosing Dataset and Network | Jul 4, 2022 | DenoisingVideo Denoising | —Unverified | 0 |
| 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 |
| Coarse-to-Fine Video Denoising with Dual-Stage Spatial-Channel Transformer | Apr 30, 2022 | DenoisingVideo Denoising | —Unverified | 0 |
| Self-supervision versus synthetic datasets: which is the lesser evil in the context of video denoising? | Apr 25, 2022 | DenoisingVideo Denoising | —Unverified | 0 |
| A qualitative investigation of optical flow algorithms for video denoising | Apr 19, 2022 | DenoisingOptical Flow Estimation | —Unverified | 0 |