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CDSM -- Casual Inference using Deep Bayesian Dynamic Survival Models


Feb 24, 2021
Jie Zhu, Blanca Gallego


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Dynamic prediction of time to event with survival curves


Jan 26, 2021
Jie Zhu, Blanca Gallego


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Probability-Density-Based Deep Learning Paradigm for the Fuzzy Design of Functional Metastructures


Nov 11, 2020
Ying-Tao Luo, Peng-Qi Li, Dong-Ting Li, Yu-Gui Peng, Zhi-Guo Geng, Shu-Huan Xie, Yong Li, Andrea Alu, Jie Zhu, Xue-Feng Zhu

* Research, vol. 2020, Article ID 8757403, 2020 
* Published in Research, an AAAS Science Partner Journal 

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Targeted Estimation of Heterogeneous Treatment Effect in Observational Survival Analysis


Oct 22, 2019
Jie Zhu, Blanca Gallego


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Modeling Graph Structure in Transformer for Better AMR-to-Text Generation


Aug 31, 2019
Jie Zhu, Junhui Li, Muhua Zhu, Longhua Qian, Min Zhang, Guodong Zhou

* Accepted by EMNLP 2019 

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Separating the EoR Signal with a Convolutional Denoising Autoencoder: A Deep-learning-based Method


Mar 14, 2019
Weitian Li, Haiguang Xu, Zhixian Ma, Ruimin Zhu, Dan Hu, Zhenghao Zhu, Junhua Gu, Chenxi Shan, Jie Zhu, Xiang-Ping Wu

* 2019, MNRAS, 485, 2628 
* 10 pages, 9 figures; minor text updates to match the MNRAS published version 

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Attending Category Disentangled Global Context for Image Classification


Dec 17, 2018
Keke Tang, Guodong Wei, Runnan Chen, Jie Zhu, Wenping Wang

* Under review 

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Radio Galaxy Morphology Generation Using DNN Autoencoder and Gaussian Mixture Models


Jun 01, 2018
Zhixian Ma, Jie Zhu, Weitian Li, Haiguang Xu

* Accepted by the 14th International Conference on Signal Processing (ICSP2018) 

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Recurrent Binary Embedding for GPU-Enabled Exhaustive Retrieval from Billion-Scale Semantic Vectors


Feb 18, 2018
Ying Shan, Jian Jiao, Jie Zhu, JC Mao

* 15 pages, 5 figures, 6 tables 

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Deep Embedding Forest: Forest-based Serving with Deep Embedding Features


Mar 15, 2017
Jie Zhu, Ying Shan, JC Mao, Dong Yu, Holakou Rahmanian, Yi Zhang

* 14 pages, 3 figures, 5 tables 

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X-ray Astronomical Point Sources Recognition Using Granular Binary-tree SVM


Mar 07, 2017
Zhixian Ma, Weitian Li, Lei Wang, Haiguang Xu, Jie Zhu

* Accepted by ICSP2016 

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