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From Distributed Machine Learning to Federated Learning: A Survey


Apr 29, 2021
Ji Liu, Jizhou Huang, Yang Zhou, Xuhong Li, Shilei Ji, Haoyi Xiong, Dejing Dou

* 31 pages, 8 figures 

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Interpretable Deep Learning: Interpretations, Interpretability, Trustworthiness, and Beyond


Mar 19, 2021
Xuhong Li, Haoyi Xiong, Xingjian Li, Xuanyu Wu, Xiao Zhang, Ji Liu, Jiang Bian, Dejing Dou


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Towards Accurate Knowledge Transfer via Target-awareness Representation Disentanglement


Oct 16, 2020
Xingjian Li, Di Hu, Xuhong Li, Haoyi Xiong, Zhi Ye, Zhipeng Wang, Chengzhong Xu, Dejing Dou


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Representation Transfer by Optimal Transport


Jul 13, 2020
Xuhong Li, Yves Grandvalet, Rémi Flamary, Nicolas Courty, Dejing Dou


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Cross-Task Transfer for Multimodal Aerial Scene Recognition


May 18, 2020
Di Hu, Xuhong Li, Lichao Mou, Pu Jin, Dong Chen, Liping Jing, Xiaoxiang Zhu, Dejing Dou


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Explicit Inductive Bias for Transfer Learning with Convolutional Networks


Jun 06, 2018
Xuhong Li, Yves Grandvalet, Franck Davoine

* Accepted at ICML 2018 

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Deep Convolutional Neural Networks for Massive MIMO Fingerprint-Based Positioning


Aug 21, 2017
Joao Vieira, Erik Leitinger, Muris Sarajlic, Xuhong Li, Fredrik Tufvesson

* Accepted in the IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) 2017 

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