Fetching the paper…
Reading the bibliography…
It has been an important approach of using matrix completion to perform image restoration.
Nonlinear total variation based noise removal algorithms
Leonid I. Rudin, Stanley Osher, and Emad Fatemi · 1992
Earlier work this paper cites.
The effective rank: A measure of effective dimensionality
Olivier Roy and Martin Vetterli · 2007
Earlier work this paper cites.
A singular value thresholding algorithm for matrix completion
Jian-Feng Cai, Emmanuel J. Candès, and Zuowei Shen · 2010
Earlier work this paper cites.
A novel collaborative filtering model based on combination of correlation method with matrix completion technique
E. Bojnordi and Parham Moradi · 2012
Earlier work this paper cites.
Solving a low-rank factorization model for matrix completion by a nonlinear successive over-relaxation algorithm
Zaiwen Wen, Wotao Yin, and Yin Zhang · 2012
Earlier work this paper cites.
Rank adaptive atomic decomposition for low-rank matrix completion and its application on image recovery
Hengyou Wang, Ruizhen Zhao, and Yigang Cen · 2014
Earlier work this paper cites.
A non-convex algorithm framework based on dc programming and dca for matrix completion
Juan Geng, Lai-Sheng Wang, and Yanfei Wang · 2014
Cited alongside, same era.
Non-local image inpainting using low-rank matrix completion
Wei Li, Lei Zhao, Zhijie Lin, Duanqing Xu, and Dongming Lu · 2015
Cited alongside, same era.
Image completion with multi-image based on entropy reduction
Hao Wu, Zhenjiang Miao, Yi Wang, Jingyue Chen, Cong Ma, and Tianyu Zhou · 2015
Cited alongside, same era.
Phase retrieval via matrix completion
Emmanuel J. Candès, Yonina C. Eldar, Thomas Strohmer, and Vladislav Voroninski · 2015
Cited alongside, same era.
Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba · 2015
Cited alongside, same era.
Implicit regularization in matrix factorization
Suriya Gunasekar, Blake E Woodworth, Srinadh Bhojanapalli, Behnam Neyshabur, and Nati Srebro · 2017
Later among the works it cites.
Matrix completion by deep matrix factorization
Jicong Fan and Jieyu Cheng · 2018
Later among the works it cites.
Implicit regularization in deep matrix factorization
Sanjeev Arora, Nadav Cohen, Wei Hu, and Yuping Luo · 2019
Later among the works it cites.
A novel patch-based nonlinear matrix completion algorithm for image analysis through convolutional neural network
Mingming Yang and Songhua Xu · 2020
Closest in time.
Suggested notation for machine learning
Beijing Academy of Artificial Intelligence · 2020
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Zhao Kang, Chong Peng, and Qiang Cheng · 2016
Cited alongside, same era.