Stochastic Generative Plug-and-Play Priors
Fuente:
arXiv
Saved in:
| Main Authors: | Park, Chicago Y., Chandler, Edward P., Hu, Yuyang, McCann, Michael T., Garcia-Cardona, Cristina, Wohlberg, Brendt, Kamilov, Ulugbek S. |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Plug-and-Play Priors as a Score-Based Method
by: Park, Chicago Y., et al.
Published: (2024)
by: Park, Chicago Y., et al.
Published: (2024)
Deep Parameter Interpolation for Scalar Conditioning
by: Park, Chicago Y., et al.
Published: (2025)
by: Park, Chicago Y., et al.
Published: (2025)
Random Walks with Tweedie: A Unified View of Score-Based Diffusion Models
by: Park, Chicago Y., et al.
Published: (2024)
by: Park, Chicago Y., et al.
Published: (2024)
Analysis Plug-and-Play Methods for Imaging Inverse Problems
by: Chandler, Edward P., et al.
Published: (2025)
by: Chandler, Edward P., et al.
Published: (2025)
Closed-Form Approximation of the Total Variation Proximal Operator
by: Chandler, Edward P., et al.
Published: (2024)
by: Chandler, Edward P., et al.
Published: (2024)
PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image Reconstruction
by: Gan, Weijie, et al.
Published: (2023)
by: Gan, Weijie, et al.
Published: (2023)
An Adaptive Multiparameter Penalty Selection Method for Multiconstraint and Multiblock ADMM
by: Lozenski, Luke, et al.
Published: (2025)
by: Lozenski, Luke, et al.
Published: (2025)
Measurement Score-Based MRI Reconstruction with Automatic Coil Sensitivity Estimation
by: Liu, Tingjun, et al.
Published: (2025)
by: Liu, Tingjun, et al.
Published: (2025)
Measurement Score-Based Diffusion Model
by: Park, Chicago Y., et al.
Published: (2025)
by: Park, Chicago Y., et al.
Published: (2025)
A Plug-and-Play Image Registration Network
by: Hu, Junhao, et al.
Published: (2023)
by: Hu, Junhao, et al.
Published: (2023)
Overcoming Distribution Shifts in Plug-and-Play Methods with Test-Time Training
by: Chandler, Edward P., et al.
Published: (2024)
by: Chandler, Edward P., et al.
Published: (2024)
Stochastic Deep Restoration Priors for Imaging Inverse Problems
by: Hu, Yuyang, et al.
Published: (2024)
by: Hu, Yuyang, et al.
Published: (2024)
Efficient Model-Based Deep Learning via Network Pruning and Fine-Tuning
by: Park, Chicago Y., et al.
Published: (2023)
by: Park, Chicago Y., et al.
Published: (2023)
Plug-and-Play Posterior Sampling for Blind Inverse Problems
by: Li, Anqi, et al.
Published: (2025)
by: Li, Anqi, et al.
Published: (2025)
Total Variation Regularization for Tomographic Reconstruction of Cylindrically Symmetric Objects
by: Hossain, Maliha, et al.
Published: (2024)
by: Hossain, Maliha, et al.
Published: (2024)
ADOBI: Adaptive Diffusion Bridge For Blind Inverse Problems with Application to MRI Reconstruction
by: Hu, Yuyang, et al.
Published: (2024)
by: Hu, Yuyang, et al.
Published: (2024)
FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems
by: Terris, Matthieu, et al.
Published: (2024)
by: Terris, Matthieu, et al.
Published: (2024)
Diff-Unfolding: A Model-Based Score Learning Framework for Inverse Problems
by: Wang, Yuanhao, et al.
Published: (2025)
by: Wang, Yuanhao, et al.
Published: (2025)
A Self-supervised Diffusion Bridge for MRI Reconstruction
by: Gao, Harry, et al.
Published: (2025)
by: Gao, Harry, et al.
Published: (2025)
Ptychography using Blind Multi-Mode PMACE
by: Zhai, Qiuchen, et al.
Published: (2025)
by: Zhai, Qiuchen, et al.
Published: (2025)
SPICER: Self-Supervised Learning for MRI with Automatic Coil Sensitivity Estimation and Reconstruction
by: Hu, Yuyang, et al.
Published: (2022)
by: Hu, Yuyang, et al.
Published: (2022)
Learned Correction Methods for Ultrasound Computed Tomography Imaging Using Simplified Physics Models
by: Lozenski, Luke, et al.
Published: (2025)
by: Lozenski, Luke, et al.
Published: (2025)
Kernel Density Steering: Inference-Time Scaling via Mode Seeking for Image Restoration
by: Hu, Yuyang, et al.
Published: (2025)
by: Hu, Yuyang, et al.
Published: (2025)
PSI3D: Plug-and-Play 3D Stochastic Inference with Slice-wise Latent Diffusion Prior
by: Guo, Wenhan, et al.
Published: (2025)
by: Guo, Wenhan, et al.
Published: (2025)
Gaussian is All You Need: A Unified Framework for Solving Inverse Problems via Diffusion Posterior Sampling
by: Yismaw, Nebiyou, et al.
Published: (2024)
by: Yismaw, Nebiyou, et al.
Published: (2024)
DiffGEPCI: 3D MRI Synthesis from mGRE Signals using 2.5D Diffusion Model
by: Hu, Yuyang, et al.
Published: (2023)
by: Hu, Yuyang, et al.
Published: (2023)
Super-Resolution and Denoising of Corneal B-Scan OCT Imaging Using Diffusion Model Plug-and-Play Priors
by: Wang, Yaning, et al.
Published: (2026)
by: Wang, Yaning, et al.
Published: (2026)
Equivariant Denoisers for Plug and Play Image Restoration
by: Renaud, Marien, et al.
Published: (2025)
by: Renaud, Marien, et al.
Published: (2025)
Unrolling Plug-and-Play Network for Hyperspectral Unmixing
by: Zhao, Min, et al.
Published: (2024)
by: Zhao, Min, et al.
Published: (2024)
Score-based Diffusion Models for Bayesian Image Reconstruction
by: McCann, Michael T., et al.
Published: (2023)
by: McCann, Michael T., et al.
Published: (2023)
A Unified Framework for Multimodal Image Reconstruction and Synthesis using Denoising Diffusion Models
by: Gan, Weijie, et al.
Published: (2026)
by: Gan, Weijie, et al.
Published: (2026)
Convergent Primal-Dual Plug-and-Play Image Restoration: A General Algorithm and Applications
by: Suzuki, Yodai, et al.
Published: (2025)
by: Suzuki, Yodai, et al.
Published: (2025)
Supervised Reconstruction for Silhouette Tomography
by: Bell, Evan, et al.
Published: (2024)
by: Bell, Evan, et al.
Published: (2024)
Efficient Plug-and-Play method for Dynamic Imaging Via Kalman Smoothing
by: Hawkes, Benjamin, et al.
Published: (2026)
by: Hawkes, Benjamin, et al.
Published: (2026)
Unrolling Plug-and-Play Gradient Graph Laplacian Regularizer for Image Restoration
by: Cai, Jianghe, et al.
Published: (2024)
by: Cai, Jianghe, et al.
Published: (2024)
CLAMP: Majorized Plug-and-Play for Coherent 3D LIDAR Imaging
by: Allen, Tony G., et al.
Published: (2024)
by: Allen, Tony G., et al.
Published: (2024)
Provable Preconditioned Plug-and-Play Approach for Compressed Sensing MRI Reconstruction
by: Hong, Tao, et al.
Published: (2024)
by: Hong, Tao, et al.
Published: (2024)
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors
by: Wu, Zihui, et al.
Published: (2024)
by: Wu, Zihui, et al.
Published: (2024)
Physics-Guided Dual-Domain Plug-and-Play ADMM for Low-Dose CT Reconstruction
by: Dutta, Sayantan, et al.
Published: (2026)
by: Dutta, Sayantan, et al.
Published: (2026)
Plug-and-Play image restoration with Stochastic deNOising REgularization
by: Renaud, Marien, et al.
Published: (2024)
by: Renaud, Marien, et al.
Published: (2024)
Similar Items
-
Plug-and-Play Priors as a Score-Based Method
by: Park, Chicago Y., et al.
Published: (2024) -
Deep Parameter Interpolation for Scalar Conditioning
by: Park, Chicago Y., et al.
Published: (2025) -
Random Walks with Tweedie: A Unified View of Score-Based Diffusion Models
by: Park, Chicago Y., et al.
Published: (2024) -
Analysis Plug-and-Play Methods for Imaging Inverse Problems
by: Chandler, Edward P., et al.
Published: (2025) -
Closed-Form Approximation of the Total Variation Proximal Operator
by: Chandler, Edward P., et al.
Published: (2024)