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51

HyperAdam: A Learnable Task-Adaptive Adam for Network Training

Wang, Shipeng, Sun, Jian, Xu, Zongben

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2019

File:

PDF, 2.38 MB

2019

52

OMMDE-Net: A Deep Learning-Based Global Optimization Method for Seismic Inversion

Gao, Zhaoqi, Li, Chuang, Yang, Tao, Pan, Zhibin, Gao, Jinghuai, Xu, Zongben

Journal:

IEEE Geoscience and Remote Sensing Letters

Year:

2020

Language:

english

File:

PDF, 372 KB

english, 2020

53

Unsupervised MR-to-CT Synthesis using Structure-Constrained CycleGAN

Yang, Heran, Sun, Jian, Carass, Aaron, Zhao, Can, Lee, Junghoon, Prince, Jerry L., Xu, Zongben

Journal:

IEEE Transactions on Medical Imaging

Year:

2020

File:

PDF, 1.24 MB

2020

54

Color and direction-invariant nonlocal self-similarity prior and its application to color image denoising

Xie, Qi, Zhao, Qian, Xu, Zongben, Meng, Deyu

Journal:

SCIENCE CHINA Information Sciences

Year:

2020

File:

PDF, 2.34 MB

2020

55

Self-Adjoint Domains of Products of Differential Expressions

Guangsheng Wei, Zongben Xu, Jiong Sun

Journal:

Journal of Differential Equations

Year:

2001

Language:

english

File:

PDF, 141 KB

english, 2001

56

Global Exponential Asymptotic Stability in Nonlinear Discrete Dynamical Systems

Lisheng Wang, Pheng-Ann Heng, Kwong-Sak Leung, Zongben Xu

Journal:

Journal of Mathematical Analysis and Applications

Year:

2001

Language:

english

File:

PDF, 82 KB

english, 2001

57

A necessary and sufficient condition for convergence of steepest descent approximation to accretive operator equations

Zongben Xu, G.F Roach

Journal:

Journal of Mathematical Analysis and Applications

Year:

1992

Language:

english

File:

PDF, 665 KB

english, 1992

58

Multiple solutions of some nonlinear fourth-order beam equations

Guodong Han, Zongben Xu

Journal:

Nonlinear Analysis: Theory, Methods & Applications

Year:

2008

Language:

english

File:

PDF, 275 KB

english, 2008

59

Approximation capability of interpolation neural networks

Feilong Cao, Shaobo Lin, Zongben Xu

Journal:

Year:

2010

Language:

english

File:

PDF, 194 KB

english, 2010

60

New study on neural networks: the essential order of approximation

Jianjun Wang, Zongben Xu

Journal:

Neural Networks

Year:

2010

Language:

english

File:

PDF, 374 KB

english, 2010

61

Essential rate for approximation by spherical neural networks

Shaobo Lin, Feilong Cao, Zongben Xu

Journal:

Neural Networks

Year:

2011

Language:

english

File:

PDF, 272 KB

english, 2011

62

The essential order of simultaneous approximation for neural networks

FengJun Li, ZongBen Xu

Journal:

Applied Mathematics and Computation

Year:

2007

Language:

english

File:

PDF, 151 KB

english, 2007

63

Inequalities and solution of an operator equation

Chuanxi Zhu, Zongben Xu

Journal:

Applied Mathematics Letters

Year:

2008

Language:

english

File:

PDF, 174 KB

english, 2008

64

The estimation of simultaneous approximation order for neural networks

Fengjun Li, Zongben Xu

Journal:

Chaos, Solitons & Fractals

Year:

2008

Language:

english

File:

PDF, 162 KB

english, 2008

65

Learning from uniformly ergodic Markov chains

Bin Zou, Hai Zhang, Zongben Xu

Journal:

Journal of Complexity

Year:

2009

Language:

english

File:

PDF, 621 KB

english, 2009

66

Inverse indefinite Sturm–Liouville problems with three spectra

Shouzhong Fu, Zongben Xu, Guangsheng Wei

Journal:

Journal of Mathematical Analysis and Applications

Year:

2011

Language:

english

File:

PDF, 154 KB

english, 2011

67

Graphs determined by their generalized characteristic polynomials

Wei Wang, Feng Li, Hongliang Lu, Zongben Xu

Journal:

Linear Algebra and its Applications

Year:

2011

Language:

english

File:

PDF, 253 KB

english, 2011

68

Constructive approximate interpolation by neural networks in the metric space

Feilong Cao, Shaobo Lin, Zongben Xu

Journal:

Mathematical and Computer Modelling

Year:

2010

Language:

english

File:

PDF, 268 KB

english, 2010

69

A comparison of point and ball iterations in the contractive mapping case

Zongben Xu, Xingzhong Shi

Journal:

Year:

1992

Language:

english

File:

PDF, 522 KB

english, 1992

70

Nonlinear version of Holub’s theorem and its application

Jigen Peng, Zongben Xu

Journal:

Chinese Science Bulletin

Year:

1998

Language:

english

File:

PDF, 218 KB

english, 1998

71

A theoretical analysis on mutation operator of standard genetic algorithm

Guo Li, Zongben Xu

Journal:

Wuhan University Journal of Natural Sciences

Year:

1996

Language:

english

File:

PDF, 334 KB

english, 1996

72

Characteristic analysis and prevention on premature convergence in genetic algorithms

Zongben Xu, Yong Gao

Journal:

Science China Technological Sciences

Year:

1997

Language:

english

File:

PDF, 631 KB

english, 1997

73

Global annealing genetic algorithm and its convergence analysis

Jiangshe Zhang, Zongben Xu, Yee Leung

Journal:

Science China Technological Sciences

Year:

1997

Language:

english

File:

PDF, 765 KB

english, 1997

74

Generalization bounds of ERM algorithm withV-geometrically Ergodic Markov chains

Bin Zou, Zongben Xu, Xiangyu Chang

Journal:

Advances in Computational Mathematics

Year:

2012

Language:

english

File:

PDF, 327 KB

english, 2012

75

Variable Programming: A Generalized Minimax Problem. Part I: Models and Theory

Yong-Chang Jiao, Yee Leung, Zongben Xu, Jiang-She Zhang

Journal:

Computational Optimization and Applications

Year:

2005

Language:

english

File:

PDF, 676 KB

english, 2005

76

Variable Programming: A Generalized Minimax Problem. Part II: Algorithms

Yong-Chang Jiao, Yee Leung, Zongben Xu, Jiang-She Zhang

Journal:

Computational Optimization and Applications

Year:

2005

Language:

english

File:

PDF, 520 KB

english, 2005

77

On a conjecture of He concerning the spectral reconstruction of matrices

Wei Wang, Zongben Xu

Journal:

Journal of Algebraic Combinatorics

Year:

2009

Language:

english

File:

PDF, 305 KB

english, 2009

78

Neural networks and the best trigomometric approximation

Jianjun Wang, Zongben Xu

Journal:

Journal of Systems Science and Complexity

Year:

2011

Language:

english

File:

PDF, 442 KB

english, 2011

79

The essential rate of approximation for radial function manifold

ShaoBo Lin, FeiLong Cao, ZongBen Xu

Journal:

Science China Mathematics

Year:

2011

Language:

english

File:

PDF, 218 KB

english, 2011

80

The essential order of approximation for nearly exponential type neural networks

Zongben Xu, Jianjun Wang

Journal:

SCIENCE CHINA Information Sciences

Year:

2006

Language:

english

File:

PDF, 634 KB

english, 2006

81

Lower estimation of approximation rate for neural networks

FeiLong Cao, YongQuan Zhang, ZongBen Xu

Journal:

SCIENCE CHINA Information Sciences

Year:

2009

Language:

english

File:

PDF, 298 KB

english, 2009

82

L1/2regularization

ZongBen Xu, Hai Zhang, Yao Wang, XiangYu Chang, Yong Liang

Journal:

SCIENCE CHINA Information Sciences

Year:

2010

Language:

english

File:

PDF, 471 KB

english, 2010

83

Estimation of convergence rate for multi-regression learning algorithm

ZongBen Xu, YongQuan Zhang, FeiLong Cao

Journal:

SCIENCE CHINA Information Sciences

Year:

2012

Language:

english

File:

PDF, 262 KB

english, 2012

84

Ball algorithms for constructing solutions of nonlinear operator equations

You Zhaoyong, Xu Zongben

Journal:

Journal of Computational and Applied Mathematics

Year:

1991

Language:

english

File:

PDF, 1.04 MB

english, 1991

85

Some results on the lexicographic product of vertex-transitive graphs

Feng Li, Wei Wang, Zongben Xu, Haixing Zhao

Journal:

Applied Mathematics Letters

Year:

2011

Language:

english

File:

PDF, 196 KB

english, 2011

86

On multivariate Baskakov operator

Feilong Cao, Chunmei Ding, Zongben Xu

Journal:

Journal of Mathematical Analysis and Applications

Year:

2005

Language:

english

File:

PDF, 163 KB

english, 2005

87

Scale selection for anisotropic diffusion filter by Markov random field model

Jian Sun, Zongben Xu

Journal:

Pattern Recognition

Year:

2010

Language:

english

File:

PDF, 3.04 MB

english, 2010

88

Improving geodesic distance estimation based on locally linear assumption

Deyu Meng, Yee Leung, Zongben Xu, Tung Fung, Qingfu Zhang

Journal:

Pattern Recognition Letters

Year:

2008

Language:

english

File:

PDF, 938 KB

english, 2008

89

The essential order of approximation for neural networks

Zongben Xu, Feilong Cao

Journal:

SCIENCE CHINA Information Sciences

Year:

2004

Language:

english

File:

PDF, 236 KB

english, 2004

90

Construction of [[n,n-4,3]]_{q} quantum codes for odd prime power q

Li, Ruihu, Xu, Zongben

Journal:

Physical Review A

Year:

2010

Language:

english

File:

PDF, 118 KB

english, 2010

91

Sign matrix, regular splittings and monotonic enclosure of solutions for nonlinear system of equations, part II

Xu Zongben, You Zhaoyong

Journal:

Applied Mathematics-A Journal of Chinese Universities

Year:

1994

Language:

english

File:

PDF, 775 KB

english, 1994

92

Efficient DPCA SAR imaging with fast iterative spectrum reconstruction method

Fang, Jian, Zeng, JinShan, Xu, ZongBen, Zhao, Yao

Journal:

SCIENCE CHINA Information Sciences

Year:

2012

Language:

english

File:

PDF, 761 KB

english, 2012

93

Sparse SAR imaging based onL1/2regularization

Zeng, JinShan, Fang, Jian, Xu, ZongBen

Journal:

SCIENCE CHINA Information Sciences

Year:

2012

Language:

english

File:

PDF, 2.03 MB

english, 2012

94

Generalization performance of least-square regularized regression algorithm with Markov chain samples

Bin Zou, Luoqing Li, Zongben Xu

Journal:

Journal of Mathematical Analysis and Applications

Year:

2012

Language:

english

File:

PDF, 201 KB

english, 2012

95

The estimate for approximation error of neural networks: A constructive approach

Feilong Cao, Tingfan Xie, Zongben Xu

Journal:

Year:

2008

Language:

english

File:

PDF, 224 KB

english, 2008

96

A critical global convergence analysis of recurrent neural networks with general projection mappings

Chen Qiao, Zongben Xu

Journal:

Year:

2009

Language:

english

File:

PDF, 302 KB

english, 2009

97

On the P-critical dynamics analysis of projection recurrent neural networks

Chen Qiao, Zongben Xu

Journal:

Year:

2010

Language:

english

File:

PDF, 249 KB

english, 2010

98

Critical dynamics study on recurrent neural networks: Globally exponential stability

Chen Qiao, Zongben Xu

Journal:

Year:

2012

Language:

english

File:

PDF, 263 KB

english, 2012

99

Determination of the spread parameter in the Gaussian kernel for classification and regression

Wenjian Wang, Zongben Xu, Weizhen Lu, Xiaoyun Zhang

Journal:

Year:

2003

Language:

english

File:

PDF, 435 KB

english, 2003

100

Standard Forms of Stabilizer and Normalizer Matrices for Additive Quantum Codes

Ruihu Li, Zongben Xu, Xueliang Li

Journal:

IEEE Transactions on Information Theory

Year:

2008

Language:

english

File:

PDF, 181 KB

english, 2008