Linear Convergence of Plug-and-Play Algorithms with Kernel Denoisers
Fuente:
arXiv
Saved in:
| Main Authors: | Sinha, Arghya, Kumar, Bhartendu, Athalye, Chirayu D., Chaudhury, Kunal N. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FISTA Iterates Converge Linearly for Denoiser-Driven Regularization
by: Sinha, Arghya, et al.
Published: (2024)
by: Sinha, Arghya, et al.
Published: (2024)
Viscosity Stabilized Plug-and-Play Reconstruction
by: Sinha, Arghya, et al.
Published: (2025)
by: Sinha, Arghya, et al.
Published: (2025)
Analysis and Synthesis Denoisers for Forward-Backward Plug-and-Play Algorithms
by: Kowalski, Matthieu, et al.
Published: (2024)
by: Kowalski, Matthieu, et al.
Published: (2024)
On the Strong Convexity of PnP Regularization Using Linear Denoisers
by: Sinha, Arghya, et al.
Published: (2024)
by: Sinha, Arghya, et al.
Published: (2024)
Convergence of Ray- and Pixel-Driven Discretization Frameworks in the Strong Operator Topology
by: Huber, Richard
Published: (2025)
by: Huber, Richard
Published: (2025)
Plug-and-Play Half-Quadratic Splitting for Ptychography
by: Denker, Alexander, et al.
Published: (2024)
by: Denker, Alexander, et al.
Published: (2024)
Greedy Learning to Optimize with Convergence Guarantees
by: Fahy, Patrick, et al.
Published: (2024)
by: Fahy, Patrick, et al.
Published: (2024)
A Memory-Efficient Dynamic Image Reconstruction Method using Neural Fields
by: Lozenski, Luke, et al.
Published: (2022)
by: Lozenski, Luke, et al.
Published: (2022)
Denoising Hyperbolic-Valued Data by Relaxed Regularizations
by: Beinert, Robert, et al.
Published: (2024)
by: Beinert, Robert, et al.
Published: (2024)
Denoising Sphere-Valued Data by Relaxed Total Variation Regularization
by: Beinert, Robert, et al.
Published: (2024)
by: Beinert, Robert, et al.
Published: (2024)
Denoising of Sphere- and SO(3)-Valued Data by Relaxed Tikhonov Regularization
by: Beinert, Robert, et al.
Published: (2023)
by: Beinert, Robert, et al.
Published: (2023)
Multichannel reconstruction from nonuniform samples with application to image recovery
by: Cheng, Dong, et al.
Published: (2018)
by: Cheng, Dong, et al.
Published: (2018)
Curves defined by a class of discrete operators: approximation result and applications
by: Corso, Rosario, et al.
Published: (2024)
by: Corso, Rosario, et al.
Published: (2024)
QQMR: A Structure-Preserving Quaternion Quasi-Minimal Residual Method for Non-Hermitian Quaternion Linear Systems
by: Li, Tao, et al.
Published: (2024)
by: Li, Tao, et al.
Published: (2024)
Variable Projected Augmented Lagrangian Methods for Generalized Lasso Problems
by: Aleotti, Stefano, et al.
Published: (2025)
by: Aleotti, Stefano, et al.
Published: (2025)
A mathematical theory of super-resolution and two-point resolution
by: Liu, Ping, et al.
Published: (2022)
by: Liu, Ping, et al.
Published: (2022)
Denoising Multi-Color QR Codes and Stiefel-Valued Data by Relaxed Regularizations
by: Beinert, Robert, et al.
Published: (2025)
by: Beinert, Robert, et al.
Published: (2025)
Efficient Parallel Algorithms for Inpainting-Based Representations of 4K Images -- Part I: Homogeneous Diffusion Inpainting
by: Kämper, Niklas, et al.
Published: (2024)
by: Kämper, Niklas, et al.
Published: (2024)
Entropy bounds for the absolute convex hull of tensors
by: van de Geer, Sara
Published: (2024)
by: van de Geer, Sara
Published: (2024)
Two-dimensional greedy randomized Kaczmarz methods for solving large-scale linear systems
by: Li, Tao, et al.
Published: (2025)
by: Li, Tao, et al.
Published: (2025)
Two-dimensional greedy randomized extended Kaczmarz methods
by: Zhang, Xin-Fang, et al.
Published: (2025)
by: Zhang, Xin-Fang, et al.
Published: (2025)
Efficient Parallel Data Optimization for Homogeneous Diffusion Inpainting of 4K Images
by: Kämper, Niklas, et al.
Published: (2024)
by: Kämper, Niklas, et al.
Published: (2024)
Semi-Monotone Goldstein Line Search Strategy with Application in Sparse Recovery
by: Shabani, Shima, et al.
Published: (2025)
by: Shabani, Shima, et al.
Published: (2025)
Exact discretization, tight frames and recovery via D-optimal designs
by: Bartel, Felix, et al.
Published: (2024)
by: Bartel, Felix, et al.
Published: (2024)
Multivariate confluent Vandermonde with G-Arnoldi and applications
by: Zhang, Lei-Hong, et al.
Published: (2024)
by: Zhang, Lei-Hong, et al.
Published: (2024)
Minimal Subsampled Rank-1 Lattices for Multivariate Approximation with Optimal Convergence Rate
by: Bartel, Felix, et al.
Published: (2025)
by: Bartel, Felix, et al.
Published: (2025)
MOCCA: A Fast Algorithm for Parallel MRI Reconstruction Using Model Based Coil Calibration
by: Plonka, Gerlind, et al.
Published: (2024)
by: Plonka, Gerlind, et al.
Published: (2024)
Improving Greedy Algorithms for Rational Approximation
by: Adler, James H., et al.
Published: (2024)
by: Adler, James H., et al.
Published: (2024)
A primal-dual algorithm for image reconstruction with input-convex neural network regularizers
by: Ehrhardt, Matthias J., et al.
Published: (2024)
by: Ehrhardt, Matthias J., et al.
Published: (2024)
EPIC: a provable accelerated Eigensolver based on Preconditioning and Implicit Convexity
by: Shao, Nian, et al.
Published: (2024)
by: Shao, Nian, et al.
Published: (2024)
On the convergence of an adaptive denoiser driven iterative regularization with early stopping
by: Bajpai, Harshit, et al.
Published: (2026)
by: Bajpai, Harshit, et al.
Published: (2026)
Iterative Methods for Computing the T-Square Root of Third-Order Tensors
by: Sharma, Hemant, et al.
Published: (2026)
by: Sharma, Hemant, et al.
Published: (2026)
Convergence rate of alternating projection method for the intersection of an affine subspace and the second-order cone
by: Ochiai, Hiroyuki, et al.
Published: (2024)
by: Ochiai, Hiroyuki, et al.
Published: (2024)
Analytic Formulas for Alternating Projection Sequences for the Positive Semidefinite Cone and an Application to Convergence Analysis
by: Ochiai, Hiroyuki, et al.
Published: (2024)
by: Ochiai, Hiroyuki, et al.
Published: (2024)
SAMCIRT: A Simultaneous Reconstruction and Affine Motion Compensation Technique for Four Dimensional Computed Tomography (4DCT)
by: Nguyen, Anh-Tuan, et al.
Published: (2024)
by: Nguyen, Anh-Tuan, et al.
Published: (2024)
Expansions of the Characteristic Polynomial of a Perturbed Positive Semidefinite Matrix and Convergence Analysis of Alternating Projections
by: Ochiai, Hiroyuki, et al.
Published: (2024)
by: Ochiai, Hiroyuki, et al.
Published: (2024)
Upper-body free-breathing Magnetic Resonance Fingerprinting applied to the quantification of water T1 and fat fraction
by: Slioussarenko, Constantin, et al.
Published: (2024)
by: Slioussarenko, Constantin, et al.
Published: (2024)
A General Weighting Theory for Ensemble Learning: Beyond Variance Reduction via Spectral and Geometric Structure
by: Fokoué, Ernest
Published: (2025)
by: Fokoué, Ernest
Published: (2025)
High-dimensional sparse trigonometric approximation in the uniform norm and consequences for sampling recovery
by: Moeller, Moritz, et al.
Published: (2024)
by: Moeller, Moritz, et al.
Published: (2024)
Structure preserving quaternion conjugate gradient-type methods for solving non-Hermitian quaternion linear systems
by: Huang, Baohua, et al.
Published: (2026)
by: Huang, Baohua, et al.
Published: (2026)
Similar Items
-
FISTA Iterates Converge Linearly for Denoiser-Driven Regularization
by: Sinha, Arghya, et al.
Published: (2024) -
Viscosity Stabilized Plug-and-Play Reconstruction
by: Sinha, Arghya, et al.
Published: (2025) -
Analysis and Synthesis Denoisers for Forward-Backward Plug-and-Play Algorithms
by: Kowalski, Matthieu, et al.
Published: (2024) -
On the Strong Convexity of PnP Regularization Using Linear Denoisers
by: Sinha, Arghya, et al.
Published: (2024) -
Convergence of Ray- and Pixel-Driven Discretization Frameworks in the Strong Operator Topology
by: Huber, Richard
Published: (2025)