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Masks Fusion with Multi-Target Learning For Speech Enhancement


Sep 28, 2021
Liangchen Zhou, Wenbin Jiang, Jingyan Xu, Fei Wen, Peilin Liu


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Optimal Transport for Unsupervised Restoration Learning


Aug 07, 2021
Wei Wang, Fei Wen, Zeyu Yan, Rendong Ying, Peilin Liu

* Preprint, under review (39 pages, 33 figures) 

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A life-long SLAM approach using adaptable local maps based on rasterized LIDAR images


Jul 15, 2021
Waqas Ali, Peilin Liu, Rendong Ying, Zheng Gong


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On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework


Jun 05, 2021
Zeyu Yan, Fei Wen, Rendong Ying, Chao Ma, Peilin Liu

* ICML 2021 

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6-DOF Feature based LIDAR SLAM using ORB Features from Rasterized Images of 3D LIDAR Point Cloud


Mar 19, 2021
Waqas Ali, Peilin Liu, Rendong Ying, Zheng Gong


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Simultaneous Consensus Maximization and Model Fitting


Aug 04, 2020
Fei Wen, Hewen Wei, Yipeng Liu, Peilin Liu

* 16 pages, 10 figures 

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Matrix Completion via Nonconvex Regularization: Convergence of the Proximal Gradient Algorithm


Mar 02, 2019
Fei Wen, Rendong Ying, Peilin Liu, Trieu-Kien Truong

* 14 pages, 7 figures 

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3DTI-Net: Learn Inner Transform Invariant 3D Geometry Features using Dynamic GCN


Dec 15, 2018
Guanghua Pan, Jun Wang, Rendong Ying, Peilin Liu


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Efficient Outlier Removal for Large Scale Global Structure-from-Motion


Aug 17, 2018
Fei Wen, Danping Zou, Rendong Ying, Peilin Liu

* 6 pages 

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Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning


Aug 16, 2018
Fei Wen, Lei Chu, Peilin Liu, Robert C. Qiu

* 21 pages 

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Dynamic Magnetometer Calibration and Alignment to Inertial Sensors by Kalman Filtering


Dec 04, 2016
Yuanxin Wu, Danping Zou, Peilin Liu, Wenxian Yu

* IEEE Trans. on Control System Technology, 2016 

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Positive Definite Estimation of Large Covariance Matrix Using Generalized Nonconvex Penalties


Jul 28, 2016
Fei Wen, Yuan Yang, Peilin Liu, Robert C. Qiu

* 15 pages, 8 figures 

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