Robust Stochastically-Descending Unrolled Networks

Robust Stochastically-Descending Unrolled Networks

25 December 2023

Navid Naderializadeh

Alejandro Ribeiro

Papers citing "Robust Stochastically-Descending Unrolled Networks"

8 / 8 papers shown

Title
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 72 185 0 28 Apr 2022
Deep Algorithm Unrolling for Biomedical Imaging Yuelong Li Or Bar-Shira V. Monga Yonina C. Eldar SyDa 36 10 0 15 Aug 2021
Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems Qiyu Hu Yunlong Cai Qingjiang Shi Kaidi Xu Guanding Yu Z. Ding 21 173 0 15 Jun 2020
Solving Inverse Problems with a Flow-based Noise Model Jay Whang Qi Lei A. Dimakis 77 37 0 18 Mar 2020
Stability Properties of Graph Neural Networks Fernando Gama Joan Bruna Alejandro Ribeiro 47 229 0 11 May 2019
Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds Xiaohan Chen Jialin Liu Zhangyang Wang W. Yin 49 231 0 29 Aug 2018
Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 199 3,110 0 09 Jul 2018
Learning to learn by gradient descent by gradient descent Marcin Andrychowicz Misha Denil Sergio Gomez Colmenarejo Matthew W. Hoffman David Pfau Tom Schaul Brendan Shillingford Nando de Freitas 77 2,000 0 14 Jun 2016