conftrace_

linear inverse problem

15 papers

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Also known as

LIP

Co-occurring keywords

convex optimization (1321) variational inference (2069) approximate message passing (39) high-dimensional estimation (43) image denoising (372) posterior sampling (152) image reconstruction (671) bayesian inference (1907) image restoration (1517) compressed sensing (201)

Papers

Fast Algorithm for Constrained Linear Inverse Problems JMLR 2025
Sparse Bayesian Generative Modeling for Compressive Sensing NIPS 2024
Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models NIPS 2023
Sensing Theorems for Unsupervised Learning in Linear Inverse Problems JMLR 2023
Variational Gaussian processes for linear inverse problems NIPS 2023
Novel Min-Max Reformulations of Linear Inverse Problems JMLR 2022
Denoising Diffusion Restoration Models NIPS 2022
AGEM: Solving Linear Inverse Problems via Deep Priors and Sampling NIPS 2019
GAN-Based Projector for Faster Recovery With Convergence Guarantees in Linear Inverse Problems ICCV 2019
Plug-in Estimation in High-Dimensional Linear Inverse Problems: A Rigorous Analysis NIPS 2018
Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems NIPS 2017
Coded Distributed Computing for Inverse Problems NIPS 2017
Diffuse Mirrors: 3D Reconstruction from Diffuse Indirect Illumination Using Inexpensive Time-of-Flight Sensors CVPR 2014
Time--Data Tradeoffs by Aggressive Smoothing NIPS 2014
Reconciling "priors" & "priors" without prejudice? NIPS 2013