Gradient Descent Provably Solves Nonlinear Tomographic Reconstruction
Fuente:
arXiv
Saved in:
| Main Authors: | Fridovich-Keil, Sara, Valdivia, Fabrizio, Wetzstein, Gordon, Recht, Benjamin, Soltanolkotabi, Mahdi |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Provable Phase Retrieval with Mirror Descent
by: Godeme, Jean-Jacques, et al.
Published: (2022)
by: Godeme, Jean-Jacques, et al.
Published: (2022)
Perfusion Imaging and Single Material Reconstruction in Polychromatic Photon Counting CT
by: Kim, Namhoon, et al.
Published: (2026)
by: Kim, Namhoon, et al.
Published: (2026)
Geometric Algebra Planes: Convex Implicit Neural Volumes
by: Sivgin, Irmak, et al.
Published: (2024)
by: Sivgin, Irmak, et al.
Published: (2024)
Accurate, provable and fast polychromatic tomographic reconstruction: A variational inequality approach
by: Lou, Mengqi, et al.
Published: (2025)
by: Lou, Mengqi, et al.
Published: (2025)
Nonlinear Unknown Input Observability and Unknown Input Reconstruction: The General Analytical Solution
by: Martinelli, Agostino
Published: (2022)
by: Martinelli, Agostino
Published: (2022)
MosaicMRI: A Diverse Dataset and Benchmark for Raw Musculoskeletal MRI
by: Arguello, Paula, et al.
Published: (2026)
by: Arguello, Paula, et al.
Published: (2026)
ThermalNeRF: Thermal Radiance Fields
by: Lin, Yvette Y., et al.
Published: (2024)
by: Lin, Yvette Y., et al.
Published: (2024)
Patch-Based Diffusion for Data-Efficient, Radiologist-Preferred MRI Reconstruction
by: Sanda, Rohan, et al.
Published: (2025)
by: Sanda, Rohan, et al.
Published: (2025)
Provably Convergent Plug & Play Linearized ADMM, applied to Deblurring Spatially Varying Kernels
by: Laroche, Charles, et al.
Published: (2022)
by: Laroche, Charles, et al.
Published: (2022)
Stable Phase Retrieval with Mirror Descent
by: Godeme, Jean-Jacques, et al.
Published: (2024)
by: Godeme, Jean-Jacques, et al.
Published: (2024)
An Improved Optimal Proximal Gradient Algorithm for Non-Blind Image Deblurring
by: Wang, Qingsong, et al.
Published: (2025)
by: Wang, Qingsong, et al.
Published: (2025)
3D Reconstruction via Incremental Structure From Motion
by: Zeeshan, Muhammad, et al.
Published: (2025)
by: Zeeshan, Muhammad, et al.
Published: (2025)
AdamFlow: Adam-based Wasserstein Gradient Flows for Surface Registration in Medical Imaging
by: Ma, Qiang, et al.
Published: (2026)
by: Ma, Qiang, et al.
Published: (2026)
A Recovery Guarantee for Sparse Neural Networks
by: Fridovich-Keil, Sara, et al.
Published: (2025)
by: Fridovich-Keil, Sara, et al.
Published: (2025)
Towards Distribution-Shift Uncertainty Estimation for Inverse Problems with Generative Priors
by: Kim, Namhoon, et al.
Published: (2025)
by: Kim, Namhoon, et al.
Published: (2025)
Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup
by: Chidambaram, Muthu, et al.
Published: (2022)
by: Chidambaram, Muthu, et al.
Published: (2022)
Provably Faster Gradient Descent via Long Steps
by: Grimmer, Benjamin
Published: (2023)
by: Grimmer, Benjamin
Published: (2023)
Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction
by: Xu, Xingyu, et al.
Published: (2024)
by: Xu, Xingyu, et al.
Published: (2024)
Quaternion Nonlinear Transform-Induced Nuclear Norm for Low-Rank Tensor Completion
by: Karmakar, Biswarup, et al.
Published: (2026)
by: Karmakar, Biswarup, et al.
Published: (2026)
Fast PET Reconstruction with Variance Reduction and Prior-Aware Preconditioning
by: Ehrhardt, Matthias J., et al.
Published: (2025)
by: Ehrhardt, Matthias J., et al.
Published: (2025)
DIPA: Distilled Preconditioned Algorithms for Solving Imaging Inverse Problems
by: Gualdrón-Hurtado, Romario, et al.
Published: (2026)
by: Gualdrón-Hurtado, Romario, et al.
Published: (2026)
Adaptive Extrapolated Proximal Gradient Methods with Variance Reduction for Composite Nonconvex Finite-Sum Minimization
by: Yuan, Ganzhao
Published: (2025)
by: Yuan, Ganzhao
Published: (2025)
Automated Whole Slide Imaging for Label-Free Histology using Photon Absorption Remote Sensing Microscopy
by: Tweel, James E. D., et al.
Published: (2023)
by: Tweel, James E. D., et al.
Published: (2023)
Unfolded proximal neural networks for robust image Gaussian denoising
by: Le, Hoang Trieu Vy, et al.
Published: (2023)
by: Le, Hoang Trieu Vy, et al.
Published: (2023)
Relative-Interior Solution for the (Incomplete) Linear Assignment Problem with Applications to the Quadratic Assignment Problem
by: Dlask, Tomáš, et al.
Published: (2023)
by: Dlask, Tomáš, et al.
Published: (2023)
A Stochastic Birth-and-Death Approach for Street Furniture Geolocation in Urban Environments
by: Murphy, Evan, et al.
Published: (2025)
by: Murphy, Evan, et al.
Published: (2025)
RODS: Robust Optimization Inspired Diffusion Sampling for Detecting and Reducing Hallucination in Generative Models
by: Tian, Yiqi, et al.
Published: (2025)
by: Tian, Yiqi, et al.
Published: (2025)
A Robust Low-Rank Prior Model for Structured Cartoon-Texture Image Decomposition with Heavy-Tailed Noise
by: Tang, Weihao, et al.
Published: (2026)
by: Tang, Weihao, et al.
Published: (2026)
Registration of algebraic varieties using Riemannian optimization
by: Goyens, Florentin, et al.
Published: (2024)
by: Goyens, Florentin, et al.
Published: (2024)
Deep Unrolled Meta-Learning for Multi-Coil and Multi-Modality MRI with Adaptive Optimization
by: Fouladvand, Merham, et al.
Published: (2025)
by: Fouladvand, Merham, et al.
Published: (2025)
An Implemention of Two-Phase Image Segmentation using the Split Bregman Method
by: Abawonse, Olakunle S., et al.
Published: (2025)
by: Abawonse, Olakunle S., et al.
Published: (2025)
Fast Orthogonal Matching Pursuit through Successive Regression
by: Yu, Huiyuan, et al.
Published: (2024)
by: Yu, Huiyuan, et al.
Published: (2024)
PyHySCO: GPU-Enabled Susceptibility Artifact Distortion Correction in Seconds
by: Julian, Abigail, et al.
Published: (2024)
by: Julian, Abigail, et al.
Published: (2024)
An Efficient Model-Driven Groupwise Approach for Atlas Construction
by: Zou, Ziwei, et al.
Published: (2025)
by: Zou, Ziwei, et al.
Published: (2025)
Multicentric thrombus segmentation using an attention-based recurrent network with gradual modality dropout
by: Vargas-Ibarra, Sofia, et al.
Published: (2026)
by: Vargas-Ibarra, Sofia, et al.
Published: (2026)
Automatic regularization parameter choice for tomography using a double model approach
by: Wu, Chuyang, et al.
Published: (2026)
by: Wu, Chuyang, et al.
Published: (2026)
Prediction techniques for dynamic imaging with online primal-dual methods
by: Dizon, Neil, et al.
Published: (2024)
by: Dizon, Neil, et al.
Published: (2024)
A Hybrid Registration and Fusion Method for Hyperspectral Super-resolution
by: Yang, Kunjing, et al.
Published: (2024)
by: Yang, Kunjing, et al.
Published: (2024)
An ICTM-RMSAV Framework for Bias-Field Aware Image Segmentation under Poisson and Multiplicative Noise
by: Wang, Xinyu, et al.
Published: (2025)
by: Wang, Xinyu, et al.
Published: (2025)
Geometry Denoising with Preferred Normal Vectors
by: Weiß, Manuel, et al.
Published: (2025)
by: Weiß, Manuel, et al.
Published: (2025)
Similar Items
-
Provable Phase Retrieval with Mirror Descent
by: Godeme, Jean-Jacques, et al.
Published: (2022) -
Perfusion Imaging and Single Material Reconstruction in Polychromatic Photon Counting CT
by: Kim, Namhoon, et al.
Published: (2026) -
Geometric Algebra Planes: Convex Implicit Neural Volumes
by: Sivgin, Irmak, et al.
Published: (2024) -
Accurate, provable and fast polychromatic tomographic reconstruction: A variational inequality approach
by: Lou, Mengqi, et al.
Published: (2025) -
Nonlinear Unknown Input Observability and Unknown Input Reconstruction: The General Analytical Solution
by: Martinelli, Agostino
Published: (2022)