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Regret and Cumulative Constraint Violation Analysis for Online Convex Optimization with Long Term Constraints


Jun 09, 2021
Xinlei Yi, Xiuxian Li, Tao Yang, Lihua Xie, Tianyou Chai, Karl H. Johansson


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Regret and Cumulative Constraint Violation Analysis for Distributed Online Constrained Convex Optimization


May 01, 2021
Xinlei Yi, Xiuxian Li, Tao Yang, Lihua Xie, Tianyou Chai, Karl H. Johansson


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Revisiting Light Field Rendering with Deep Anti-Aliasing Neural Network


Apr 28, 2021
Gaochang Wu, Yebin Liu, Lu Fang, Tianyou Chai

* IEEE TPAMI, 2021 
* 15 pages, 12 figures. Accepted by IEEE TPAMI 

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Light Field Reconstruction Using Convolutional Network on EPI and Extended Applications


Mar 24, 2021
Gaochang Wu, Yebin Liu, Lu Fang, Qionghai Dai, Tianyou Chai

* IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019 
* Published in IEEE TPAMI, 2019 

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Incremental Data-driven Optimization of Complex Systems in Nonstationary Environments


Dec 25, 2020
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai


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A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-driven Dynamic Optimization


Dec 14, 2020
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai


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Spatial-Angular Attention Network for Light Field Reconstruction


Jul 05, 2020
Gaochang Wu, Yebin Liu, Lu Fang, Tianyou Chai

* 12 pages, 10 figures and 5 tables 

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LapEPI-Net: A Laplacian Pyramid EPI structure for Learning-based Dense Light Field Reconstruction


Feb 17, 2019
Gaochang Wu, Yebin Liu, Lu Fang, Tianyou Chai

* 10 pages, 8 figures, 4 tables 

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