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Encoding Frequency Constraints in Preventive Unit Commitment Using Deep Learning with Region-of-Interest Active Sampling


Feb 18, 2021
Yichen Zhang, Hantao Cui, Jianzhe Liu, Feng Qiu, Tianqi Hong, Rui Yao, Fangxing Li


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Online Statistical Inference for Gradient-free Stochastic Optimization


Feb 05, 2021
Xi Chen, Zehua Lai, He Li, Yichen Zhang


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Variance Reduction on Adaptive Stochastic Mirror Descent


Dec 26, 2020
Wenjie Li, Zhanyu Wang, Yichen Zhang, Guang Cheng

* NeurIPS 2020 OPT workshop 

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Hybrid Imitation Learning for Real-Time Service Restoration in Resilient Distribution Systems


Dec 04, 2020
Yichen Zhang, Feng Qiu, Tianqi Hong, Zhaoyu Wang, Fangxing Li


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FUEL: Fast UAV Exploration using Incremental Frontier Structure and Hierarchical Planning


Oct 22, 2020
Boyu Zhou, Yichen Zhang, Xinyi Chen, Shaojie Shen

* Video: https://www.youtube.com/watch?v=_dGgZUrWk-8; Demo: https://github.com/HKUST-Aerial-Robotics/FUEL 

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Pathological Visual Question Answering


Oct 06, 2020
Xuehai He, Zhuo Cai, Wenlan Wei, Yichen Zhang, Luntian Mou, Eric Xing, Pengtao Xie

* arXiv admin note: text overlap with arXiv:2003.10286 

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Deep Active Learning for Solvability Prediction in Power Systems


Jul 27, 2020
Yichen Zhang, Jianzhe Liu, Feng Qiu, Tianqi Hong, Rui Yao


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COVID-CT-Dataset: A CT Scan Dataset about COVID-19


Mar 30, 2020
Jinyu Zhao, Yichen Zhang, Xuehai He, Pengtao Xie


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HRank: Filter Pruning using High-Rank Feature Map


Mar 16, 2020
Mingbao Lin, Rongrong Ji, Yan Wang, Yichen Zhang, Baochang Zhang, Yonghong Tian, Ling Shao


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Decentralized Visual-Inertial-UWB Fusion for Relative State Estimation of Aerial Swarm


Mar 11, 2020
Hao Xu, Luqi Wang, Yichen Zhang, Kejie Qiu, Shaojie Shen

* Accepted ICRA 2020 

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PathVQA: 30000+ Questions for Medical Visual Question Answering


Mar 07, 2020
Xuehai He, Yichen Zhang, Luntian Mou, Eric Xing, Pengtao Xie


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Approximating Trajectory Constraints with Machine Learning -- Microgrid Islanding with Frequency Constraints


Feb 21, 2020
Yichen Zhang, Chen Chen, Guodong Liu, Tianqi Hong, Feng Qiu


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Training convolutional neural networks with cheap convolutions and online distillation


Oct 10, 2019
Jiao Xie, Shaohui Lin, Yichen Zhang, Linkai Luo


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Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks


Apr 30, 2019
Yichen Zhang, Shanshan Jia, Yajing Zheng, Zhaofei Yu, Yonghong Tian, Tiejun Huang, Jian K. Liu

* 19 pages, 7 figures 

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First-order Newton-type Estimator for Distributed Estimation and Inference


Nov 28, 2018
Xi Chen, Weidong Liu, Yichen Zhang

* 56 pages 

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Revealing Fine Structures of the Retinal Receptive Field by Deep Learning Networks


Nov 06, 2018
Qi Yan, Yajing Zheng, Shanshan Jia, Yichen Zhang, Zhaofei Yu, Feng Chen, Yonghong Tian, Tiejun Huang, Jian K. Liu

* 11 pages, 10 figures 

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Quantile Regression Under Memory Constraint


Oct 18, 2018
Xi Chen, Weidong Liu, Yichen Zhang


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Statistical Inference for Model Parameters in Stochastic Gradient Descent


Oct 27, 2016
Xi Chen, Jason D. Lee, Xin T. Tong, Yichen Zhang

* 60 pages 

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