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End-to-end Full Projector Compensation

Aug 04, 2020
Bingyao Huang, Tao Sun, Haibin Ling

* Source code: https://github.com/BingyaoHuang/CompenNeSt-plusplus. arXiv admin note: text overlap with arXiv:1908.06246, arXiv:1904.04335 

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FedGAN: Federated Generative Adversarial Networks for Distributed Data

Jun 15, 2020
Mohammad Rasouli, Tao Sun, Ram Rajagopal

* 23 pages, 10 figures 

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FedGAN: Federated Generative AdversarialNetworks for Distributed Data

Jun 12, 2020
Mohammad Rasouli, Tao Sun, Ram Rajagopal

* 23 pages, 10 figures 

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Adaptive Temporal Difference Learning with Linear Function Approximation

Feb 20, 2020
Tao Sun, Han Shen, Tianyi Chen, Dongsheng Li


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Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks

Jan 02, 2020
Sahika Genc, Sunil Mallya, Sravan Bodapati, Tao Sun, Yunzhe Tao


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DeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning

Nov 05, 2019
Bharathan Balaji, Sunil Mallya, Sahika Genc, Saurabh Gupta, Leo Dirac, Vineet Khare, Gourav Roy, Tao Sun, Yunzhe Tao, Brian Townsend, Eddie Calleja, Sunil Muralidhara, Dhanasekar Karuppasamy


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General Proximal Incremental Aggregated Gradient Algorithms: Better and Novel Results under General Scheme

Oct 11, 2019
Tao Sun, Yuejiao Sun, Dongsheng Li, Qing Liao

* NeurIPS 2019 

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Decentralized Markov Chain Gradient Descent

Sep 23, 2019
Tao Sun, Tianyi Chen, Yuejiao Sun, Qing Liao, Dongsheng Li


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Inertial nonconvex alternating minimizations for the image deblurring

Jul 27, 2019
Tao Sun, Roberto Barrio, Marcos Rodriguez, Hao Jiang

* Transactions on Image Processing 

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Heavy-ball Algorithms Always Escape Saddle Points

Jul 23, 2019
Tao Sun, Dongsheng Li, Zhe Quan, Hao Jiang, Shengguo Li, Yong Dou

* IJCAI 2019 

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Leveraging Crowdsourced GPS Data for Road Extraction from Aerial Imagery

May 04, 2019
Tao Sun, Zonglin Di, Pengyu Che, Chun Liu, Yin Wang

* To be published in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019 

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Iteratively reweighted penalty alternating minimization methods with continuation for image deblurring

Feb 09, 2019
Tao Sun, Dongsheng Li, Hao Jiang, Zhe Quan


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Trace-back Along Capsules and Its Application on Semantic Segmentation

Jan 09, 2019
Tao Sun, Zhewei Wang, C. D. Smith, Jundong Liu


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Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning

Nov 27, 2018
Xiao Wang, Tao Sun, Rui Yang, Chenglong Li, Bin Luo, Jin Tang


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Markov Chain Block Coordinate Descent

Nov 22, 2018
Tao Sun, Yuejiao Sun, Yangyang Xu, Wotao Yin


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Non-ergodic Convergence Analysis of Heavy-Ball Algorithms

Nov 09, 2018
Tao Sun, Penghang Yin, Dongsheng Li, Chun Huang, Lei Guan, Hao Jiang


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On Markov Chain Gradient Descent

Sep 12, 2018
Tao Sun, Yuejiao Sun, Wotao Yin


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An Efficient ADMM-Based Algorithm to Nonconvex Penalized Support Vector Machines

Sep 11, 2018
Lei Guan, Linbo Qiao, Dongsheng Li, Tao Sun, Keshi Ge, Xicheng Lu


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A convergence framework for inexact nonconvex and nonsmooth algorithms and its applications to several iterations

Aug 10, 2018
Tao Sun, Hao Jiang, Lizhi Cheng, Wei Zhu


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LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning

May 30, 2018
Tianyi Chen, Georgios B. Giannakis, Tao Sun, Wotao Yin

* Fix a typo in equation (11) 

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On the complexity of convex inertial proximal algorithms

Jan 24, 2018
Tao Sun, Penghang Yin


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Differentially Private Learning of Undirected Graphical Models using Collective Graphical Models

Jun 14, 2017
Garrett Bernstein, Ryan McKenna, Tao Sun, Daniel Sheldon, Michael Hay, Gerome Miklau

* Accepted to ICML 2017 

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