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Deep Learning based Channel Extrapolation for Large-Scale Antenna Systems: Opportunities, Challenges and Solutions

Feb 25, 2021
Shun Zhang, Yushan Liu, Feifei Gao, Chengwen Xing, Jianping An, Octavia A. Dobre

* 15 pages, 6 figures 

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Deep Learning based Antenna Selection and CSI Extrapolation in Massive MIMO Systems

Jan 18, 2021
Bo Lin, Feifei Gao, Shun Zhang, Ting Zhou, Ahmed Alkhateeb

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Deep Learning Based Antenna Selection for Channel Extrapolation in FDD Massive MIMO

Sep 03, 2020
Yindi Yang, Shun Zhang, Feifei Gao, Chao Xu, Jianpeng Ma, Octavia A. Dobre

* 6 pages, 5 figures 

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Deep Learning Optimized Sparse Antenna Activation for Reconfigurable Intelligent Surface Assisted Communication

Sep 03, 2020
Shunbo Zhang, Shun Zhang, Feifei Gao, Jianpeng Ma, Octavia A. Dobre

* 30 pages, 14 figures 

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RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation

Feb 27, 2020
Hang Zhang, Jinwei Zhang, Qihao Zhang, Jeremy Kim, Shun Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Mert R. Sabuncu, Yi Wang

* Accepted for publication in MICCAI 2019 

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$S^{2}$-LBI: Stochastic Split Linearized Bregman Iterations for Parsimonious Deep Learning

Apr 24, 2019
Yanwei Fu, Donghao Li, Xinwei Sun, Shun Zhang, Yizhou Wang, Yuan Yao

* technical report 

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Probabilistic Matrix Factorization with Personalized Differential Privacy

Oct 19, 2018
Shun Zhang, Laixiang Liu, Zhili Chen, Hong Zhong

* 24 pages, 12 figures, 4 tables 

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Extreme Network Compression via Filter Group Approximation

Jul 31, 2018
Bo Peng, Wenming Tan, Zheyang Li, Shun Zhang, Di Xie, Shiliang Pu

* Accepted by ECCV2018 

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Tracking Persons-of-Interest via Unsupervised Representation Adaptation

Oct 05, 2017
Shun Zhang, Jia-Bin Huang, Jongwoo Lim, Yihong Gong, Jinjun Wang, Narendra Ahuja, Ming-Hsuan Yang

* Project page: 

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