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National Science Review
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July 15, 2024
Bilevel optimization for automated machine learning: a new perspective on framework and algorithm
Risheng Liu, Zhouchen Lin
IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
|
September 24, 2021
Investigating Customization Strategies and Convergence Behaviors of Task-Specific ADMM
Risheng Liu, Pan Mu, Jin Zhang
Neural Networks : the Official Journal of the International Neural Network Society
|
July 10, 2014
Learning Markov Random Walks for robust subspace clustering and estimation
Risheng Liu, Zhouchen Lin, Zhixun Su
IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
|
October 19, 2018
Learning Converged Propagations with Deep Prior Ensemble for Image Enhancement
Risheng Liu, Long Ma, Yiyang Wang, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
December 15, 2025
Augmenting Iterative Trajectory for Bilevel Optimization: Methodology, Analysis and Extensions
Risheng Liu, Yaohua Liu, Shangzhi Zeng, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
February 9, 2024
Learning With Constraint Learning: New Perspective, Solution Strategy and Various Applications
Risheng Liu, Jiaxin Gao, Xuan Liu, et al.
Neural Networks : the Official Journal of the International Neural Network Society
|
March 3, 2018
Designing a stable feedback control system for blind image deconvolution
Shichao Cheng, Risheng Liu, Xin Fan, et al.
IEEE Transactions on Neural Networks and Learning Systems
|
November 25, 2014
Structure-constrained low-rank representation
Kewei Tang, Risheng Liu, Zhixun Su, et al.
IEEE Transactions on Neural Networks and Learning Systems
|
July 23, 2019
Knowledge-Driven Deep Unrolling for Robust Image Layer Separation
Risheng Liu, Zhiying Jiang, Xin Fan, et al.
IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
|
July 18, 2022
Twin Adversarial Contrastive Learning for Underwater Image Enhancement and Beyond
Risheng Liu, Zhiying Jiang, Shuzhou Yang, et al.
Page
of 5
Search research articles
Search
Showing results (1-10 of 45) with videos related to
Sort By:
Page
of 5
National Science Review
|
July 15, 2024
Bilevel optimization for automated machine learning: a new perspective on framework and algorithm
Risheng Liu, Zhouchen Lin
IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
|
September 24, 2021
Investigating Customization Strategies and Convergence Behaviors of Task-Specific ADMM
Risheng Liu, Pan Mu, Jin Zhang
Neural Networks : the Official Journal of the International Neural Network Society
|
July 10, 2014
Learning Markov Random Walks for robust subspace clustering and estimation
Risheng Liu, Zhouchen Lin, Zhixun Su
IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
|
October 19, 2018
Learning Converged Propagations with Deep Prior Ensemble for Image Enhancement
Risheng Liu, Long Ma, Yiyang Wang, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
December 15, 2025
Augmenting Iterative Trajectory for Bilevel Optimization: Methodology, Analysis and Extensions
Risheng Liu, Yaohua Liu, Shangzhi Zeng, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
February 9, 2024
Learning With Constraint Learning: New Perspective, Solution Strategy and Various Applications
Risheng Liu, Jiaxin Gao, Xuan Liu, et al.
Neural Networks : the Official Journal of the International Neural Network Society
|
March 3, 2018
Designing a stable feedback control system for blind image deconvolution
Shichao Cheng, Risheng Liu, Xin Fan, et al.
IEEE Transactions on Neural Networks and Learning Systems
|
November 25, 2014
Structure-constrained low-rank representation
Kewei Tang, Risheng Liu, Zhixun Su, et al.
IEEE Transactions on Neural Networks and Learning Systems
|
July 23, 2019
Knowledge-Driven Deep Unrolling for Robust Image Layer Separation
Risheng Liu, Zhiying Jiang, Xin Fan, et al.
IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
|
July 18, 2022
Twin Adversarial Contrastive Learning for Underwater Image Enhancement and Beyond
Risheng Liu, Zhiying Jiang, Shuzhou Yang, et al.
Page
of 5