On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution

On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution

7 January 2019

Papers citing "On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution"

19 / 19 papers shown

Title
VDIP-TGV: Blind Image Deconvolution via Variational Deep Image Prior Empowered by Total Generalized Variation Tingting Wu Zhiyan Du Zhi Li Feng-Lei Fan Tieyong Zeng 28 2 0 30 Oct 2023
Blind Image Deblurring with Unknown Kernel Size and Substantial Noise Zhong Zhuang Taihui Li Hengkang Wang Ju Sun 17 18 0 18 Aug 2022
Blind Image Deconvolution Using Variational Deep Image Prior Dong Huo Abbas Masoumzadeh Rafsanjany Kushol Yee-Hong Yang 48 10 0 01 Feb 2022
Unique sparse decomposition of low rank matrices Dian Jin Xin Bing Yuqian Zhang 19 4 0 14 Jun 2021
Convex Sparse Blind Deconvolution Qingyun Sun D. Donoho 15 4 0 13 Jun 2021
Escaping Saddle Points for Nonsmooth Weakly Convex Functions via Perturbed Proximal Algorithms Minhui Huang 19 6 0 04 Feb 2021
Meta-learning based Alternating Minimization Algorithm for Non-convex Optimization Jingyuan Xia Shengxi Li Jun-Jie Huang I. Jaimoukha Deniz Gündüz 24 60 0 09 Sep 2020
Convex and Nonconvex Optimization Are Both Minimax-Optimal for Noisy Blind Deconvolution under Random Designs Yuxin Chen Jianqing Fan B. Wang Yuling Yan 9 16 0 04 Aug 2020
From Symmetry to Geometry: Tractable Nonconvex Problems Yuqian Zhang Qing Qu John N. Wright 26 43 0 14 Jul 2020
Riemannian Stochastic Proximal Gradient Methods for Nonsmooth Optimization over the Stiefel Manifold Bokun Wang Shiqian Ma Lingzhou Xue 29 18 0 03 May 2020
Finding the Sparsest Vectors in a Subspace: Theory, Algorithms, and Applications Qing Qu Zhihui Zhu Xiao Li M. Tsakiris John N. Wright René Vidal 11 20 0 20 Jan 2020
Analysis of the Optimization Landscapes for Overcomplete Representation Learning Qing Qu Yuexiang Zhai Xiao Li Yuqian Zhang Zhihui Zhu 20 9 0 05 Dec 2019
Short-and-Sparse Deconvolution -- A Geometric Approach Yenson Lau Qing Qu Han-Wen Kuo Pengcheng Zhou Yuqian Zhang John N. Wright 17 29 0 28 Aug 2019
A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Qing Qu Xiao Li Zhihui Zhu 17 30 0 28 Aug 2019
The Landscape of Non-convex Empirical Risk with Degenerate Population Risk Shuang Li Gongguo Tang M. Wakin MedIm 26 7 0 11 Jul 2019
Structured Local Optima in Sparse Blind Deconvolution Yuqian Zhang Han-Wen Kuo John N. Wright 24 56 0 01 Jun 2018
Multichannel Sparse Blind Deconvolution on the Sphere Yanjun Li Y. Bresler 9 16 0 26 May 2018
Convolutional Phase Retrieval via Gradient Descent Qing Qu Yuqian Zhang Yonina C. Eldar John N. Wright 30 29 0 03 Dec 2017
Revisiting Bayesian Blind Deconvolution David Wipf Haichao Zhang 57 118 0 10 May 2013