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An efficient representation of chronological events in medical texts

Oct 16, 2020
Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Hao Ni, Goran Nenadic, Alejo Nevado-Holgado

* 4 pages, 2 figures, 7 tables 

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Conditional Sig-Wasserstein GANs for Time Series Generation

Jun 09, 2020
Hao Ni, Lukasz Szpruch, Magnus Wiese, Shujian Liao, Baoren Xiao


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Signature features with the visibility transformation

Apr 16, 2020
Yue Wu, Hao Ni, Terence J. Lyons, Robin L. Hudson


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Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention

Feb 02, 2020
Guang Yang, Jun Chen, Zhifan Gao, Shuo Li, Hao Ni, Elsa Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David Firmin, Jennifer Keegan

* 34 pages, 10 figures, 7 tables, accepted by Future Generation Computer Systems journal 

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Learning stochastic differential equations using RNN with log signature features

Sep 22, 2019
Shujian Liao, Terry Lyons, Weixin Yang, Hao Ni


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Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation

Jun 12, 2018
Jun Chen, Guang Yang, Zhifan Gao, Hao Ni, Elsa Angelini, Raad Mohiaddin, Tom Wong, Yanping Zhang, Xiuquan Du, Heye Zhang, Jennifer Keegan, David Firmin

* 8 pages, 4 figures, accepted by MICCAI 2018 

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Leveraging the Path Signature for Skeleton-based Human Action Recognition

Jul 13, 2017
Weixin Yang, Terry Lyons, Hao Ni, Cordelia Schmid, Lianwen Jin, Jiawei Chang

* 14 pages, 6 figures 

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Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition

May 25, 2017
Zecheng Xie, Zenghui Sun, Lianwen Jin, Hao Ni, Terry Lyons

* 14 pages, 9 figures 

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Cascading Bandits for Large-Scale Recommendation Problems

Jun 30, 2016
Shi Zong, Hao Ni, Kenny Sung, Nan Rosemary Ke, Zheng Wen, Branislav Kveton

* Accepted to UAI 2016 

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