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Learning Vector-valued Functions with Local Rademacher Complexity


Sep 11, 2019
Jian Li, Yong Liu, Weiping Wang


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Learning Guided Convolutional Network for Depth Completion


Aug 03, 2019
Jie Tang, Fei-Peng Tian, Wei Feng, Jian Li, Ping Tan

* Submitted to the IEEE Transactions on Image Processing (TIP) 

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NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization


Jun 26, 2019
Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Chi Wang, Kuansan Wang, Jie Tang

* 11 pages, in Proceedings of the Web Conference 2019 (WWW 19) 

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Gradient Descent Maximizes the Margin of Homogeneous Neural Networks


Jun 13, 2019
Kaifeng Lyu, Jian Li

* 35 pages, 7 figures 

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Distributed Learning with Random Features


Jun 10, 2019
Jian Li, Yong Liu, Weiping Wang

* 21 pages, 6 figures 

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Policy Search by Target Distribution Learning for Continuous Control


May 27, 2019
Chuheng Zhang, Yuanqi Li, Jian Li


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Anti-Confusing: Region-Aware Network for Human Pose Estimation


May 27, 2019
Xuan Cao, Yanhao Ge, Ying Tai, Wei Zhang, Jian Li, Chengjie Wang, Jilin Li, Feiyue Huang


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Robust Variational Autoencoder


May 23, 2019
Haleh Akrami, Anand A. Joshi, Jian Li, Richard M. Leahy


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Automatic Target Recognition Using Discrimination Based on Optimal Transport


Apr 06, 2019
Ali Sadeghian, Deoksu Lim, Johan Karlsson, Jian Li

* 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 

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