39 paper(s) uploaded by Baocl.

Index Title Upload Time Modified Time
1

A scalable deep learning approach for solving high-dimensional dynamic optimal transport

Wei Wan School of mathematics and physics, North China Electric Power University Yuejin Zhang Department of Mathematical Science, Tsinghua University Chenglong Bao Yau Mathematical Sciences Center, Tsinghua University, and Yaqi Lake Beijing Institute of Mathematical Sciences and Applications Bin Dong Beijing International Center for Mathematical Research, Peking University, and Center for Ma- chine Learning Research, Peking University Zuoqiang Shi Yau Mathematical Sciences Center, Tsinghua University, and Yaqi Lake Beijing Institute of Mathematical Sciences and Applications

Machine Learning mathscidoc:2206.41001

2022.5
[ Download ] [ 2022-06-13 16:46:11 uploaded by Baocl ] [ 80 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2022-06-13 16:46:11 -
2

Learn from Unpaired Data for Image Restoration: A Variational Bayes Approach

Dihan Zheng au Mathematical Sciences Center, Tsinghua University, Beijing 100084, China Xiaowen Zhang Hisilicon, Shanghai 300060, China Kaisheng Ma stitute for Interdisciplinary Information Science, Tsinghua University, Beijing 100084, China Chenglong Bao Yau Mathematical Sciences Center, Tsinghua University, Beijing 100084, China, and Yanqi Lake Beijing Institute of Mathematical Sciences and Applications, Beijing 101408, China

TBD mathscidoc:2206.43001

2022.4
[ Download ] [ 2022-06-13 16:49:57 uploaded by Baocl ] [ 56 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2022-06-13 16:49:57 -
3

Diffusion Mechanism in Residual Neural Network: Theory and Applications

Tangjun Wang epartment of Mathematical Sciences, Tsinghua University, Beijing 100084, China Zehao Dou Department of Statistics and Data Science, Yale University Chenglong Bao Yau Mathematical Sciences Center, Tsinghua University, Beijing 100084, China, and also with Yanqi Lake Beijing Institute of Mathematical Sciences and Applications, Beijing 101408, Chin Zuoqiang Shi au Mathematical Sciences Center, Tsinghua University, Beijing 100084, China, and also with Yanqi Lake Beijing Institute of Mathematical Sciences and Applications, Beijing 101408, China

Machine Learning mathscidoc:2206.41002

2022.5
[ Download ] [ 2022-06-13 16:53:03 uploaded by Baocl ] [ 89 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2022-06-13 16:53:03 2022-06-15 22:29:53
4

A Semismooth Newton based Augmented Lagrangian Method for Nonsmooth Optimization on Matrix Manifolds

Yuhao Zhou Department of Computer Science and Technology, Tsinghua University, China Chenglong Bao Yau Mathematical Sciences Center, Tsinghua University, China and Yanqi Lake Beijing Institute of Mathematical Sciences and Applications, China Chao Ding Institute of Applied Mathematics, Academy of Mathematics and System Sciences, Chinese Academy of Sciences, China Jun Zhu Department of Computer Science and Technology, Tsinghua University, China

Optimization and Control mathscidoc:2206.27001

2021.11
[ Download ] [ 2022-06-13 16:56:39 uploaded by Baocl ] [ 67 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2022-06-13 16:56:39 2022-06-15 22:30:26
5

Tightness and Equivalence of Semidefinite Relaxations for MIMO Detection

Ruichen Jiang Department of Electronic Engineering, Tsinghua University, Beijing 100084, China Ya-Feng Liu State Key Laboratory of Scientific and Engineering Computing, Institute of Computational Mathematics and Scientific/Engineering Computing, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China Chenglong Bao Yau Mathematical Sciences Center, Tsinghua University, Beijing 100084, China Bo Jiang School of Mathematical Sciences, Key Laboratory for NSLSCS of Jiangsu Province, Nanjing Normal University, Nanjing 210023, China

Optimization and Control mathscidoc:2206.27002

2021.9
[ Download ] [ 2022-06-13 16:59:28 uploaded by Baocl ] [ 73 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2022-06-13 16:59:28 -
6

Approximation Analysis of Convolutional Neural Networks

Chenglong Bao Yau Mathematical Sciences Center, Tsinghua University, China Qianxiao Li Department of Mathematics, National University of Singapore,Singapore; Institute of High Performance Computing, A*STAR, Singapore Zuowei Shen Department of Mathematics, National University of Singapore,Singapore Cheng Tai Beijing Institute of Big Data Research, Peking University, China Lei Wu School of Mathematical Sciences, Peking University, China Xueshuang Xiang Qian Xuesen Laboratory of Space Technology, China

TBD mathscidoc:2206.43002

[ Download ] [ 2022-06-13 17:02:57 uploaded by Baocl ] [ 53 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2022-06-13 17:02:57 -
7

Unsupervised Deep Learning Meets Chan-Vese Model

Dihan Zheng Yau Mathematical Sciences Center, Tsinghua University, China Chenglong Bao Yau Mathematical Sciences Center, Tsinghua University, China; Yanqi Lake Beijing Institute of Mathematical Sciences and Applications, China Zuoqiang Shi Yanqi Lake Beijing Institute of Mathematical Sciences and Applications, China; Department of Mathematical Sciences, Tsinghua University, China Haibin Ling Department of Computer Sciences, Stony Brook University, USA Kaisheng Ma Institute for Interdisciplinary Information Sciences, Tsinghua University, China

TBD mathscidoc:2206.43003

2022.4
[ Download ] [ 2022-06-13 21:57:13 uploaded by Baocl ] [ 68 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2022-06-13 21:57:13 -
8

Self-Distillation: Towards Efficient and Compact Neural Networks

Linfeng Zhang Institute for Interdisciplinary Information Sciences, Tsinghua University, 12442 Beijing, Beijing, China Chenglong Bao Mathematics, National University of Singapore, 37580 Singapore, Singapore, Singapore Kaisheng Ma cse, Pennsylvania State University University Park, 311285 University Park, Pennsylvania, United States, 16802

TBD mathscidoc:2206.43004

IEEE Transactions on Pattern Analysis and Machine Intelligence, 14, (8), 1-1, 2021.3
[ Download ] [ 2022-06-13 22:07:29 uploaded by Baocl ] [ 50 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2022-06-13 22:07:29 -
9

An Adaptive Block Bregman Proximal Gradient Method for Computing Stationary States of Multicomponent Phase-Field Crystal Model

Chenglong Bao Yau Mathematical Sciences Center, Tsinghua University, Beijing, 100084, China; Yanqi Lake Beijing Institute of Mathematical Sciences and Applications, China Chang Chen Yau Mathematical Sciences Center, Tsinghua University, Beijing, 100084, China Kai Jiang School of Mathematics and Computational Science, Hunan Key Laboratory for Computation and Simulation in Science and Engineering, Xiangtan University, Xiangtan, Hunan, 411105, China

Numerical Analysis and Scientific Computing mathscidoc:2206.25001

CSIAM Trans. Appl. Math., 3, (1), 133-171, 2022.3
[ Download ] [ 2022-06-13 22:11:06 uploaded by Baocl ] [ 75 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2022-06-13 22:11:06 -
10

Efficient Numerical Methods for Computing the Stationary States of Phase Field Crystal Models

Kai Jiang School of Mathematics and Computational Science, Hunan Key Laboratory for Computation and Simulation in Science and Engineering, Xiangtan University, Xiangtan, Hunan, China, 411105 Wei Si School of Mathematics and Computational Science, Hunan Key Laboratory for Computation and Simulation in Science and Engineering, Xiangtan University, Xiangtan, Hunan, China, 411105 Chang Chen School of Mathematics and Computational Science, Hunan Key Laboratory for Computation and Simulation in Science and Engineering, Xiangtan University, Xiangtan, Hunan, China, 411105 Chenglong Bao Yau Mathematical Sciences Center, Tsinghua University, Beijing, China, 100084

Numerical Analysis and Scientific Computing mathscidoc:2206.25002

SIAM J. SCI. COMPUT., 42, (6), 2020.11
[ Download ] [ 2022-06-13 22:15:31 uploaded by Baocl ] [ 76 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2022-06-13 22:15:31 -
 
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