| Non-Log-Concave and Nonsmooth Sampling via Langevin Monte Carlo Algorithms | May 25, 2023 | Bayesian InferenceImage Deconvolution | CodeCode Available | 0 |
| Tuning-free Plug-and-Play Hyperspectral Image Deconvolution with Deep Priors | Nov 28, 2022 | DenoisingImage Deconvolution | CodeCode Available | 0 |
| Reconstructing the Image Scanning Microscopy Dataset: an Inverse Problem | Nov 22, 2022 | Image Deconvolution | —Unverified | 0 |
| DELAD: Deep Landweber-guided deconvolution with Hessian and sparse prior | Sep 30, 2022 | BenchmarkingBlind Image Deblurring | —Unverified | 0 |
| Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training | Jun 16, 2022 | Image Deconvolution | —Unverified | 0 |
| Poissonian Blurred Image Deconvolution by Framelet based Local Minimal Prior | Jun 10, 2022 | AstronomyImage Deconvolution | —Unverified | 0 |
| Nonblind image deconvolution via leveraging model uncertainty in an untrained deep neural network | May 18, 2022 | Bayesian InferenceImage Deconvolution | CodeCode Available | 0 |
| Implicit Neural Representations for Deconvolving SAS Images | Dec 16, 2021 | Image Deconvolution | —Unverified | 0 |
| DeepRLS: A Recurrent Network Architecture with Least Squares Implicit Layers for Non-blind Image Deconvolution | Dec 10, 2021 | Computational EfficiencyImage Deconvolution | —Unverified | 0 |
| Learning Discriminative Shrinkage Deep Networks for Image Deconvolution | Nov 27, 2021 | Image DeconvolutionImage Restoration | CodeCode Available | 0 |
| Compressive Shack-Hartmann Wavefront Sensor based on Deep Neural Networks | Nov 20, 2020 | Compressive SensingImage Deconvolution | —Unverified | 0 |
| Poisson Image Deconvolution by a Plug-and-Play Quantum Denoising Scheme | Oct 19, 2020 | DenoisingImage Deconvolution | —Unverified | 0 |
| Blind Image Deconvolution using Student's-t Prior with Overlapping Group Sparsity | Jun 26, 2020 | Image Deconvolution | —Unverified | 0 |
| Deep Learning for Handling Kernel/model Uncertainty in Image Deconvolution | Jun 1, 2020 | DeblurringDeep Learning | —Unverified | 0 |
| Microscopy Image Restoration with Deep Wiener-Kolmogorov filters | Nov 25, 2019 | DeblurringDeep Learning | CodeCode Available | 0 |
| Image Deconvolution with Deep Image and Kernel Priors | Oct 18, 2019 | DenoisingImage Deconvolution | —Unverified | 0 |
| CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry | Aug 26, 2019 | Generative Adversarial NetworkImage Deconvolution | —Unverified | 0 |
| Blind Image Deconvolution using Pretrained Generative Priors | Aug 20, 2019 | Blind Image DeblurringDeblurring | CodeCode Available | 0 |
| Douglas-Rachford Networks: Learning Both the Image Prior and Data Fidelity Terms for Blind Image Deconvolution | Jun 1, 2019 | Image Deconvolution | —Unverified | 0 |
| Three dimensional blind image deconvolution for fluorescence microscopy using generative adversarial networks | Apr 19, 2019 | DenoisingImage Deconvolution | —Unverified | 0 |
| A Deep Optimization Approach for Image Deconvolution | Apr 16, 2019 | Image Deconvolution | —Unverified | 0 |
| Edge-Based Blur Kernel Estimation Using Sparse Representation and Self-Similarity | Nov 17, 2018 | DeblurringImage Deconvolution | —Unverified | 0 |
| MPTV: Matching Pursuit Based Total Variation Minimization for Image Deconvolution | Oct 12, 2018 | Image Deconvolution | —Unverified | 0 |
| Iterative Residual Image Deconvolution | Apr 17, 2018 | DeblurringImage Deblurring | CodeCode Available | 0 |
| Simultaneous Fidelity and Regularization Learning for Image Restoration | Apr 12, 2018 | DenoisingImage Deconvolution | CodeCode Available | 0 |