:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Gottschling, Nina M., Antun, Vegard, Hansen, Anders C., Adcock, Ben
Format:	Preprint
Published:	2020
Subjects:	Machine Learning Computer Vision and Pattern Recognition 65R32, 94A08, 68T05, 65M12
Online Access:	https://arxiv.org/abs/2001.01258
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CUQIpy: II. Computational uncertainty quantification for PDE-based inverse problems in Python
by: Alghamdi, Amal M A, et al.
Published: (2023)

Average Kernel Sizes -- Computable Sharp Accuracy Bounds for Inverse Problems
by: Gottschling, Nina M., et al.
Published: (2025)

CUQIpy: I. Computational uncertainty quantification for inverse problems in Python
by: Riis, Nicolai A B, et al.
Published: (2023)

A Fast and Adaptive Algorithm to Compute the X-ray Transform
by: Chen, Chong, et al.
Published: (2020)

An Extended Primal-Dual Algorithm Framework for Nonconvex Problems with Application to Nonlinear Imaging
by: Gao, Yu, et al.
Published: (2021)

Solution existence, uniqueness, and stability of discrete basis sinograms in multispectral CT
by: Gao, Yu, et al.
Published: (2023)

Reconstruction Formulae for 3D Field-Free Line Magnetic Particle Imaging
by: Gapyak, Vladyslav, et al.
Published: (2023)

Spatiotemporal Imaging with Diffeomorphic Optimal Transportation
by: Chen, Chong
Published: (2020)

Block triangular preconditioning for inverse source problems in time-space fractional diffusion equations
by: Majumdar, Monoswini, et al.
Published: (2025)

Differentiable Imaging Meets Adaptive Neural Dropout: An Advancing Method for Transparent Object Tomography
by: Yang, Delong, et al.
Published: (2025)

Entropy stable conservative flux form neural networks
by: Liu, Lizuo, et al.
Published: (2024)

GAN-based iterative motion estimation in HASTE MRI
by: Feinler, Mathias S., et al.
Published: (2024)

RIS: Regularized Imaging Spectroscopy for STIX on-board Solar Orbiter
by: Volpara, Anna, et al.
Published: (2024)

A Memory-Efficient Dynamic Image Reconstruction Method using Neural Fields
by: Lozenski, Luke, et al.
Published: (2022)

GoRINNs: Godunov-Riemann Informed Neural Networks for Learning Hyperbolic Conservation Laws
by: Patsatzis, Dimitrios G., et al.
Published: (2024)

Unique continuation for the wave equation based on a discontinuous Galerkin time discretization
by: Burman, Erik, et al.
Published: (2024)

Efficient Parallel Algorithms for Inpainting-Based Representations of 4K Images -- Part I: Homogeneous Diffusion Inpainting
by: Kämper, Niklas, et al.
Published: (2024)

Parametric Hyperbolic Conservation Laws: A Unified Framework for Conservation, Entropy Stability, and Hyperbolicity
by: Liu, Lizuo, et al.
Published: (2026)

Neural Entropy-stable conservative flux form neural networks for learning hyperbolic conservation laws
by: Liu, Lizuo, et al.
Published: (2025)

On spectral properties and fast initial convergence of the Kaczmarz method
by: Hansen, Per Christian, et al.
Published: (2026)

Efficient Parallel Data Optimization for Homogeneous Diffusion Inpainting of 4K Images
by: Kämper, Niklas, et al.
Published: (2024)

Least squares approximations in linear statistical inverse learning problems
by: Helin, Tapio
Published: (2022)

Near-optimal learning of Banach-valued, high-dimensional functions via deep neural networks
by: Adcock, Ben, et al.
Published: (2022)

Introduction to Regularization and Learning Methods for Inverse Problems
by: Bednarski, Danielle, et al.
Published: (2025)

Subordination based approximation of Caputo fractional propagator and related numerical methods
by: Sytnyk, Dmytro
Published: (2025)

Regularity and tailored regularization of Deep Neural Networks, with application to parametric PDEs in uncertainty quantification
by: Keller, Alexander, et al.
Published: (2025)

AFIRE: Accurate and Fast Image Reconstruction Algorithm for Geometric-inconsistent Multispectral CT
by: Gao, Yu, et al.
Published: (2025)

Convergence Analysis of Nonlinear Kaczmarz Method for Systems of Nonlinear Equations with Component-wise Convex Mapping
by: Gao, Yu, et al.
Published: (2023)

Variable Projected Augmented Lagrangian Methods for Generalized Lasso Problems
by: Aleotti, Stefano, et al.
Published: (2025)

Bounds on Codes Correcting Transpositions of Consecutive Symbols
by: Kovačević, Mladen, et al.
Published: (2025)

Efficient solution of ill-posed integral equations through averaging
by: Griebel, Michael, et al.
Published: (2024)

Finite Volumes for a dissipative free boundary problem
by: Cancès, Clément, et al.
Published: (2025)

A family of high-order accurate contour integral methods for strongly continuous semigroups
by: Horning, Andrew, et al.
Published: (2024)

Euler's Elastica Based Cartoon-Smooth-Texture Image Decomposition
by: He, Roy Y., et al.
Published: (2024)

A Novel Interpretation of the Radon Transform's Ray- and Pixel-Driven Discretizations under Balanced Resolutions
by: Huber, Richard
Published: (2025)

On recovering the Radon-Nikodym derivative under the big data assumption
by: Myleiko, Hanna, et al.
Published: (2025)

Randomized block coordinate descent method for linear ill-posed problems
by: Jin, Qinian, et al.
Published: (2024)

Guided Flow Matching for Forward and Inverse PDE Problems with Sparse Observations: Algorithm and Theory
by: Zhang, Xifeng, et al.
Published: (2026)

Distributed Tomographic Reconstruction with Quantization
by: Miao, Runxuan, et al.
Published: (2024)

Holistic Processing of Colour Images Using Novel Quaternion-Valued Wavelets on the Plane
by: Dizon, Neil D., et al.
Published: (2023)