引用次数
引用: 11,667
H-指数: 47
I10-指数 : 129
出版物: 384
Blind Image Deblurring via Adaptive Optimization with Flexible Sparse Structure Control
Ri-Sheng Liu , Cai-Sheng Mao , Zhi-Hui Wang , Hao-Jie Li
Journal of Computer Science and Technology 34 ( 3) 609 -621
2
2019
Caffeic Acid Phenethyl Ester Inhibits the Progression of Elastase Induced Aortic Aneurysm in Rats
Zuan Zhan , Huan Du , Xiao-Long Luo , Ri-Sheng Liu
International Journal of Pharmacology 15 ( 3) 385 -393
2019
基于灵活稀疏结构控制和自适应优化算法的模糊图像盲复原
Ri-Sheng Liu , Cai-Sheng Mao , Zhi-Hui Wang , Hao-Jie Li
计算机科学技术学报 34 ( 3) 609 -621
2019
Linearized Alternating Direction Method with penalization for nonconvex and nonsmooth optimization
Risheng Liu , Zhixun Su , Yiyang Wang , Xiaoliang Song
national conference on artificial intelligence 798 -804
5
2016
An Inexact Proximal Alternating Direction Method for Non-convex and Non-smooth Matrix Factorization and Beyond.
Risheng Liu , Zhixun Su , Yiyang Wang , Xiaoliang Song
1
2017
An Optimization Framework with Flexible Inexact Inner Iterations for Nonconvex and Nonsmooth Programming
Risheng Liu , Zhixun Su , Yiyang Wang , Xiaoliang Song
arXiv: Computer Vision and Pattern Recognition
2017
Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework
Risheng Liu , Xin Fan , Xiangyu Wang , Shichao Cheng
arXiv: Computer Vision and Pattern Recognition
26
2017
Unsupervised Representation Learning With Long-Term Dynamics for Skeleton Based Action Recognition.
Risheng Liu , Jianhua Dai , Zhefeng Gong , Nenggan Zheng
national conference on artificial intelligence 2644 -2651
83
2018
On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems
Risheng Liu , Zhouchen Lin , Xin Fan , Shichao Cheng
arXiv: Computer Vision and Pattern Recognition
66
2018
A Bridging Framework for Model Optimization and Deep Propagation
Risheng Liu , Xin Fan , Shichao Cheng , xiaokun liu
neural information processing systems 31 4318 -4327
10
2018
Prior-guided deep residual propagation for non-blind image deconvolution
Risheng Liu , Xin Fan , Zhiying Jiang , Long Ma
international conference on internet multimedia computing and service
2018
Real-world Underwater Enhancement: Challenges, Benchmarks, and Solutions
Risheng Liu , Xin Fan , Minjun Hou , Zhongxuan Luo
arXiv: Computer Vision and Pattern Recognition
29
2019
Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning
Risheng Liu , Zhouchen Lin , Zhixun Su
arXiv: Numerical Analysis
195
2013
Linearized Alternating Direction Method with Adaptive Penalty for Low-Rank Representation
Risheng Liu , Zhixun Su , Zhouchen Lin
arXiv: Optimization and Control
1,241
2011
Exactly Recovering Low-Rank Matrix in Linear Time via $l_1$ Filter
Risheng Liu , Zhixun Su , Zhouchen Lin
2011
A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton
Risheng Liu , Xiaoming Yuan , Jin Zhang , Shangzhi Zeng
arXiv: Learning
80
2020
Learning Converged Propagations With Deep Prior Ensemble for Image Enhancement
Risheng Liu , Yiyang Wang , Lei Zhang , Long Ma
IEEE Transactions on Image Processing 28 ( 3) 1528 -1543
65
2019
Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement.
Risheng Liu , Xin Fan , Long Ma , Zhongxuan Luo
arXiv: Computer Vision and Pattern Recognition
147
2020
Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation
Risheng Liu , Xin Fan , Long Ma , Yuxi Zhang
IEEE Transactions on Neural Networks 1 -12
2021
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond
Hao Huang , Risheng Liu , Xin Fan , Zhongxuan Luo
arXiv: Computer Vision and Pattern Recognition
16
2020