Provably Convergent Data-Driven Convex-Nonconvex Regularization

Provably Convergent Data-Driven Convex-Nonconvex Regularization

9 October 2023

Zakhar Shumaylov

Subhadip Mukherjee

Carola-Bibiane Schönlieb

Papers citing "Provably Convergent Data-Driven Convex-Nonconvex Regularization"

6 / 6 papers shown

Title
Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups Zakhar Shumaylov Peter Zaika James Rowbottom Ferdia Sherry Melanie Weber Carola-Bibiane Schönlieb 32 1 0 03 Oct 2024
Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation Hongwei Tan Ziruo Cai Marcelo Pereyra Subhadip Mukherjee Junqi Tang Carola-Bibiane Schönlieb SSL 57 1 0 08 Apr 2024
Convex Latent-Optimized Adversarial Regularizers for Imaging Inverse Problems Huayu Wang Chen Luo Taofeng Xie Qiyu Jin Guoqing Chen Zhuoxu Cui Dong Liang AAML 8 2 0 17 Sep 2023
Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization Samuel Hurault Arthur Leclaire Nicolas Papadakis 45 70 0 31 Jan 2022
Regularization by Denoising: Clarifications and New Interpretations E. T. Reehorst Philip Schniter 51 211 0 06 Jun 2018
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 166 596 0 22 Sep 2016