| On Inverse Problems, Parameter Estimation, and Domain Generalization | Jun 6, 2025 | DeblurringDomain Generalization | —Unverified | 0 |
| Efficient RAW Image Deblurring with Adaptive Frequency Modulation | May 30, 2025 | Computational EfficiencyDeblurring | CodeCode Available | 1 |
| Plug-and-Play Posterior Sampling for Blind Inverse Problems | May 28, 2025 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| An incremental algorithm for non-convex AI-enhanced medical image processing | May 13, 2025 | DeblurringImage Deblurring | —Unverified | 0 |
| Frequency-domain Learning with Kernel Prior for Blind Image Deblurring | Apr 20, 2025 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results | Apr 16, 2025 | DeblurringEvent-based vision | CodeCode Available | 1 |
| X-DECODE: EXtreme Deblurring with Curriculum Optimization and Domain Equalization | Apr 10, 2025 | Autonomous DrivingDeblurring | CodeCode Available | 0 |
| SIR-DIFF: Sparse Image Sets Restoration with Multi-View Diffusion Model | Mar 18, 2025 | 3D ReconstructionDeblurring | —Unverified | 0 |
| Deblur Gaussian Splatting SLAM | Mar 16, 2025 | DeblurringImage Deblurring | —Unverified | 0 |
| One-Step Diffusion Model for Image Motion-Deblurring | Mar 9, 2025 | DeblurringDenoising | CodeCode Available | 1 |
| DarkDeblur: Learning single-shot image deblurring in low-light condition | Mar 4, 2025 | DeblurringImage Deblurring | CodeCode Available | 0 |
| Near-infrared Image Deblurring and Event Denoising with Synergistic Neuromorphic Imaging | Mar 3, 2025 | DeblurringDenoising | —Unverified | 0 |
| Towards Differential Handling of Various Blur Regions for Accurate Image Deblurring | Feb 27, 2025 | DeblurringImage Deblurring | —Unverified | 0 |
| Spatial and Frequency Domain Adaptive Fusion Network for Image Deblurring | Feb 20, 2025 | DeblurringImage Deblurring | CodeCode Available | 0 |
| An Improved Optimal Proximal Gradient Algorithm for Non-Blind Image Deblurring | Feb 11, 2025 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| Unpaired Deblurring via Decoupled Diffusion Model | Feb 3, 2025 | DeblurringImage Deblurring | —Unverified | 0 |
| Efficient Transformer for High Resolution Image Motion Deblurring | Jan 30, 2025 | DeblurringImage Deblurring | CodeCode Available | 0 |
| Image Motion Blur Removal in the Temporal Dimension with Video Diffusion Models | Jan 22, 2025 | DeblurringImage Deblurring | —Unverified | 0 |
| A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition | Jan 1, 2025 | DeblurringImage Deblurring | —Unverified | 0 |
| Diffusion-based Event Generation for High-Quality Image Deblurring | Jan 1, 2025 | DeblurringImage Deblurring | CodeCode Available | 1 |
| MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration | Dec 28, 2024 | DeblurringDenoising | CodeCode Available | 2 |
| Unified Image Restoration and Enhancement: Degradation Calibrated Cycle Reconstruction Diffusion Model | Dec 19, 2024 | DenoisingImage Deblurring | CodeCode Available | 1 |
| Event-based Motion Deblurring via Multi-Temporal Granularity Fusion | Dec 16, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| XYScanNet: A State Space Model for Single Image Deblurring | Dec 13, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| A Progressive Image Restoration Network for High-order Degradation Imaging in Remote Sensing | Dec 10, 2024 | DeblurringDenoising | —Unverified | 0 |
| On Motion Blur and Deblurring in Visual Place Recognition | Dec 10, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| Deep Lidar-guided Image Deblurring | Dec 10, 2024 | Continual LearningDeblurring | —Unverified | 0 |
| Jointly RS Image Deblurring and Super-Resolution with Adjustable-Kernel and Multi-Domain Attention | Dec 7, 2024 | DeblurringImage Deblurring | CodeCode Available | 1 |
| DAWN-FM: Data-Aware and Noise-Informed Flow Matching for Solving Inverse Problems | Dec 6, 2024 | DeblurringGeophysics | —Unverified | 0 |
| Towards Lensless Image Deblurring with Prior-Embedded Implicit Neural Representations in the Low-Data Regime | Nov 27, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| Hierarchical Information Flow for Generalized Efficient Image Restoration | Nov 27, 2024 | Color Image DenoisingGrayscale Image Denoising | —Unverified | 0 |
| One Diffusion to Generate Them All | Nov 25, 2024 | AllCamera Pose Estimation | CodeCode Available | 4 |
| Frequency-Aware Guidance for Blind Image Restoration via Diffusion Models | Nov 19, 2024 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| On Adapting Randomized Nyström Preconditioners to Accelerate Variational Image Reconstruction | Nov 12, 2024 | DeblurringGPU | —Unverified | 0 |
| Multi-scale Frequency Enhancement Network for Blind Image Deblurring | Nov 11, 2024 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration | Nov 10, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring | Oct 31, 2024 | 3DGSDeblurring | CodeCode Available | 1 |
| Parallel Backpropagation for Inverse of a Convolution with Application to Normalizing Flows | Oct 18, 2024 | DeblurringGPU | CodeCode Available | 0 |
| Empirical Bayesian image restoration by Langevin sampling with a denoising diffusion implicit prior | Sep 6, 2024 | DeblurringDenoising | —Unverified | 0 |
| F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring | Sep 3, 2024 | DeblurringDecoder | —Unverified | 0 |
| Self-Supervised Multi-Scale Network for Blind Image Deblurring via Alternating Optimization | Sep 2, 2024 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| Misaligned Over-The-Air Computation of Multi-Sensor Data with Wiener-Denoiser Network | Sep 1, 2024 | Blind Image DeblurringDeblurring | CodeCode Available | 0 |
| A Unified Plug-and-Play Algorithm with Projected Landweber Operator for Split Convex Feasibility Problems | Aug 22, 2024 | compressed sensingDeblurring | —Unverified | 0 |
| Restoring Real-World Degraded Events Improves Deblurring Quality | Jul 30, 2024 | DeblurringDenoising | CodeCode Available | 0 |
| LoFormer: Local Frequency Transformer for Image Deblurring | Jul 24, 2024 | DeblurringImage Deblurring | CodeCode Available | 2 |
| Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems | Jul 23, 2024 | ColorizationDeblurring | CodeCode Available | 2 |
| HPPP: Halpern-type Preconditioned Proximal Point Algorithms and Applications to Image Restoration | Jul 18, 2024 | DeblurringDenoising | CodeCode Available | 0 |
| Sparse-DeRF: Deblurred Neural Radiance Fields from Sparse View | Jul 9, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| NSD-DIL: Null-Shot Deblurring Using Deep Identity Learning | Jul 5, 2024 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| Revitalizing Convolutional Network for Image Restoration | Jun 25, 2024 | DeblurringImage Deblurring | CodeCode Available | 2 |
