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Yu Sun | Brendt Wohlberg | Ulugbek S. Kamilov | Jiaming Liu | Yiran Sun | B. Wohlberg | Jiaming Liu | Yu Sun | U. Kamilov | Yiran Sun
[1] Lei Zhang,et al. Deep Plug-And-Play Super-Resolution for Arbitrary Blur Kernels , 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
[2] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[3] Stanley H. Chan,et al. Plug-and-Play ADMM for Image Restoration: Fixed-Point Convergence and Applications , 2016, IEEE Transactions on Computational Imaging.
[4] Richard G. Baraniuk,et al. From Denoising to Compressed Sensing , 2014, IEEE Transactions on Information Theory.
[5] Bálint Antal,et al. Image Data Resource: a bioimage data integration and publication platform , 2017, Nature Methods.
[6] Wotao Yin,et al. A2BCD: Asynchronous Acceleration with Optimal Complexity , 2018, ICLR.
[7] Charles A. Bouman,et al. Plug-and-Play Methods for Magnetic Resonance Imaging: Using Denoisers for Image Recovery , 2019, IEEE Signal Processing Magazine.
[8] Lei Zhang,et al. Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising , 2016, IEEE Transactions on Image Processing.
[9] Yuichi Yoshida,et al. Spectral Normalization for Generative Adversarial Networks , 2018, ICLR.
[10] Yu Sun,et al. Block Coordinate Regularization by Denoising , 2019, IEEE Transactions on Computational Imaging.
[11] Tuo Zhao,et al. Towards Understanding Acceleration Tradeoff between Momentum and Asynchrony in Nonconvex Stochastic Optimization , 2018, NeurIPS.
[12] Sundeep Rangan,et al. Inference for Generalized Linear Models via Alternating Directions and Bethe Free Energy Minimization , 2015, IEEE Transactions on Information Theory.
[13] Cem Anil,et al. Sorting out Lipschitz function approximation , 2018, ICML.
[14] Michael Elad,et al. Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries , 2006, IEEE Transactions on Image Processing.
[15] Yurii Nesterov,et al. Efficiency of Coordinate Descent Methods on Huge-Scale Optimization Problems , 2012, SIAM J. Optim..
[16] Philip M. Long,et al. The Singular Values of Convolutional Layers , 2018, ICLR.
[17] Robert D. Nowak,et al. Wavelet-based image estimation: an empirical Bayes approach using Jeffrey's noninformative prior , 2001, IEEE Trans. Image Process..
[18] Brendt Wohlberg,et al. An Online Plug-and-Play Algorithm for Regularized Image Reconstruction , 2018, IEEE Transactions on Computational Imaging.
[19] Richard G. Baraniuk,et al. BM3D-PRGAMP: Compressive phase retrieval based on BM3D denoising , 2016, 2016 IEEE International Conference on Image Processing (ICIP).
[20] Ming Yan,et al. ARock: an Algorithmic Framework for Asynchronous Parallel Coordinate Updates , 2015, SIAM J. Sci. Comput..
[21] Saeed Ghadimi,et al. Accelerated gradient methods for nonconvex nonlinear and stochastic programming , 2013, Math. Program..
[22] Stephen P. Boyd,et al. Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.
[23] Sundeep Rangan,et al. Plug in estimation in high dimensional linear inverse problems a rigorous analysis , 2018, NeurIPS.
[24] Brendt Wohlberg,et al. Provable Convergence of Plug-and-Play Priors With MMSE Denoisers , 2020, IEEE Signal Processing Letters.
[25] Raja Giryes,et al. Image Restoration by Iterative Denoising and Backward Projections , 2017, IEEE Transactions on Image Processing.
[26] Jitendra Malik,et al. A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics , 2001, Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001.
[27] Wei Zhang,et al. Asynchronous Decentralized Parallel Stochastic Gradient Descent , 2017, ICML.
[28] Li Fei-Fei,et al. Distributed Asynchronous Optimization with Unbounded Delays: How Slow Can You Go? , 2018, ICML.
[29] Brendt Wohlberg,et al. Plug-and-Play priors for model based reconstruction , 2013, 2013 IEEE Global Conference on Signal and Information Processing.
[30] Stephen J. Wright. Coordinate descent algorithms , 2015, Mathematical Programming.
[31] Wotao Yin,et al. On Unbounded Delays in Asynchronous Parallel Fixed-Point Algorithms , 2016, J. Sci. Comput..
[32] Xiaohan Chen,et al. Plug-and-Play Methods Provably Converge with Properly Trained Denoisers , 2019, ICML.
[33] Mário A. T. Figueiredo,et al. Wavelet-Based Image Estimation : An Empirical Bayes Approach Using Jeffreys ’ Noninformative Prior , 2001 .
[34] José M. Bioucas-Dias,et al. A Convergent Image Fusion Algorithm Using Scene-Adapted Gaussian-Mixture-Based Denoising , 2019, IEEE Transactions on Image Processing.
[35] Wangmeng Zuo,et al. Learning Deep CNN Denoiser Prior for Image Restoration , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[36] Ying Fu,et al. Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems , 2020, ICML.
[37] Mathews Jacob,et al. A Fast Majorize–Minimize Algorithm for the Recovery of Sparse and Low-Rank Matrices , 2012, IEEE Transactions on Image Processing.
[38] Lei Tian,et al. Regularized Fourier Ptychography Using an Online Plug-and-play Algorithm , 2018, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[39] Alexander Shapiro,et al. Stochastic Approximation approach to Stochastic Programming , 2013 .
[40] Robert D. Nowak,et al. An EM algorithm for wavelet-based image restoration , 2003, IEEE Trans. Image Process..
[41] Jiaming Liu,et al. SIMBA: Scalable Inversion in Optical Tomography Using Deep Denoising Priors , 2019, IEEE Journal of Selected Topics in Signal Processing.
[42] Charles A. Bouman,et al. Plug-and-Play Unplugged: Optimization Free Reconstruction using Consensus Equilibrium , 2017, SIAM J. Imaging Sci..
[43] Ohad Shamir,et al. Optimal Distributed Online Prediction Using Mini-Batches , 2010, J. Mach. Learn. Res..
[44] Charles A. Bouman,et al. Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation , 2015, IEEE Transactions on Computational Imaging.
[45] Michael Elad,et al. Regularization by Denoising via Fixed-Point Projection (RED-PRO) , 2020, SIAM J. Imaging Sci..
[46] Michael Elad,et al. The Little Engine That Could: Regularization by Denoising (RED) , 2016, SIAM J. Imaging Sci..
[47] Yurii Nesterov,et al. Introductory Lectures on Convex Optimization - A Basic Course , 2014, Applied Optimization.
[48] Yijun Huang,et al. Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization , 2015, NIPS.
[49] Ming Yan,et al. On the Convergence of Asynchronous Parallel Iteration with Unbounded Delays , 2016, Journal of the Operations Research Society of China.
[50] Philip Schniter,et al. Regularization by Denoising: Clarifications and New Interpretations , 2018, IEEE Transactions on Computational Imaging.
[51] Stephen J. Wright,et al. Hogwild: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent , 2011, NIPS.
[52] Stephen J. Wright,et al. Asynchronous Stochastic Coordinate Descent: Parallelism and Convergence Properties , 2014, SIAM J. Optim..
[53] Matthias Zwicker,et al. Deep Mean-Shift Priors for Image Restoration , 2017, NIPS.
[54] Michael Elad,et al. DeepRED: Deep Image Prior Powered by RED , 2019, ICCV 2019.
[55] L. Rudin,et al. Nonlinear total variation based noise removal algorithms , 1992 .
[56] Stephen P. Boyd,et al. A Primer on Monotone Operator Methods , 2015 .
[57] Wotao Yin,et al. Asynchronous Coordinate Descent under More Realistic Assumptions , 2017, NIPS.
[58] Stephen J. Wright,et al. An asynchronous parallel stochastic coordinate descent algorithm , 2013, J. Mach. Learn. Res..
[59] Amir Beck,et al. On the Convergence of Block Coordinate Descent Type Methods , 2013, SIAM J. Optim..
[60] Michael Möller,et al. Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).
[61] Richard G. Baraniuk,et al. prDeep: Robust Phase Retrieval with a Flexible Deep Network , 2018, ICML.