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Big Data: 6th CCF Conference, Big Data 2018, Xi'an, China, October 11-13, 2018, Proceedings

1st ed. 2018., 2018

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Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery

IEEE transactions on pattern analysis and machine intelligence, 2018-08, Vol.40 (8), p.1888-1902

2018

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IEEE_Xplore

Image Inpainting by Patch Propagation Using Patch Sparsity

IEEE transactions on image processing, 2010-05, Vol.19 (5), p.1153-1165

2010

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IEEE_Xplore

Multimodal 2D+3D Facial Expression Recognition With Deep Fusion Convolutional Neural Network

IEEE transactions on multimedia, 2017-12, Vol.19 (12), p.2816-2831

2017

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IEEE_Xplore

Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network

IEEE transactions on image processing, 2018-05, Vol.27 (5), p.2354-2367

2018

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IEEE_Xplore

Convergence of multi-block Bregman ADMM for nonconvex composite problems

Science China. Information sciences, 2018-12, Vol.61 (12), p.122101, Article 122101

2018

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Nonconvex-Sparsity and Nonlocal-Smoothness-Based Blind Hyperspectral Unmixing

IEEE transactions on image processing, 2019-06, Vol.28 (6), p.2991-3006

2019

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IEEE_Xplore

Learning a convolutional neural network for non-uniform motion blur removal

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015, p.769-777

2015

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Learning Adaptive Differential Evolution Algorithm From Optimization Experiences by Policy Gradient

IEEE transactions on evolutionary computation, 2021-08, Vol.25 (4), p.666-680

2021

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IEEE_Xplore

Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part II)

IEEE transaction on neural networks and learning systems, 2015-01, Vol.26 (1), p.21-34

2015

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IEEE_Xplore

Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part I)

IEEE transaction on neural networks and learning systems, 2015-01, Vol.26 (1), p.7-20

2015

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IEEE_Xplore

Four major tasks of data science

Data science and management, 2021-09, Vol.3, p.1-2

Xu, Zongben

2021

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Graph PCA Hashing for Similarity Search

IEEE transactions on multimedia, 2017-09, Vol.19 (9), p.2033-2044

2017

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IEEE_Xplore

Total Variation Regularized Tensor RPCA for Background Subtraction From Compressive Measurements

IEEE transactions on image processing, 2016-09, Vol.25 (9), p.4075-4090

2016

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IEEE_Xplore

Spatial and Spectral Image Fusion Using Sparse Matrix Factorization

IEEE transactions on geoscience and remote sensing, 2014-03, Vol.52 (3), p.1693-1704

2014

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IEEE_Xplore

Robust Low-Rank Matrix Factorization Under General Mixture Noise Distributions

IEEE transactions on image processing, 2016-10, Vol.25 (10), p.4677-4690

2016

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IEEE_Xplore

Enhancing Low-Rank Subspace Clustering by Manifold Regularization

IEEE transactions on image processing, 2014-09, Vol.23 (9), p.4022-4030

2014

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IEEE_Xplore

L1/2 Regularization: Convergence of Iterative Half Thresholding Algorithm

IEEE transactions on signal processing, 2014-05, Vol.62 (9-12), p.2317-2329

2014

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Gradient Profile Prior and Its Applications in Image Super-Resolution and Enhancement

IEEE transactions on image processing, 2011-06, Vol.20 (6), p.1529-1542

2011

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IEEE_Xplore

Unsupervised PolSAR Image Classification Using Discriminative Clustering

IEEE transactions on geoscience and remote sensing, 2017-06, Vol.55 (6), p.3531-3544

2017

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IEEE_Xplore

Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.1585-1594

2019

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IEEE_Xplore

Sparse Regularization: Convergence Of Iterative Jumping Thresholding Algorithm

IEEE transactions on signal processing, 2016-10, Vol.64 (19), p.5106-5118

2016

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IEEE_Xplore

Improve robustness of sparse PCA by L1-norm maximization

Pattern recognition, 2012, Vol.45 (1), p.487-497

2012

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Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution

Computer Vision - ECCV 2020, 2020, Vol.12374, p.208-224

2020

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Unpaired Brain MR-to-CT Synthesis Using a Structure-Constrained CycleGAN

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, p.174-182

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Big Data: 6th CCF Conference, Big Data 2018, Xi'an, China, October 11-13, 2018, Proceedings

Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery

Image Inpainting by Patch Propagation Using Patch Sparsity

Multimodal 2D+3D Facial Expression Recognition With Deep Fusion Convolutional Neural Network

Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network

Convergence of multi-block Bregman ADMM for nonconvex composite problems

Nonconvex-Sparsity and Nonlocal-Smoothness-Based Blind Hyperspectral Unmixing

Learning a convolutional neural network for non-uniform motion blur removal

Learning Adaptive Differential Evolution Algorithm From Optimization Experiences by Policy Gradient

Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part II)

Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part I)

Four major tasks of data science

Graph PCA Hashing for Similarity Search

Total Variation Regularized Tensor RPCA for Background Subtraction From Compressive Measurements

Spatial and Spectral Image Fusion Using Sparse Matrix Factorization

Robust Low-Rank Matrix Factorization Under General Mixture Noise Distributions

Enhancing Low-Rank Subspace Clustering by Manifold Regularization

L1/2 Regularization: Convergence of Iterative Half Thresholding Algorithm

Gradient Profile Prior and Its Applications in Image Super-Resolution and Enhancement

Unsupervised PolSAR Image Classification Using Discriminative Clustering

Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net

Sparse Regularization: Convergence Of Iterative Jumping Thresholding Algorithm

Improve robustness of sparse PCA by L1-norm maximization

Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution

Unpaired Brain MR-to-CT Synthesis Using a Structure-Constrained CycleGAN

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