| 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 |
