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Deep Multi-attribute Graph Representation Learning on Protein Structures


Dec 22, 2020
Tian Xia, Wei-Shinn Ku


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Pseudo-healthy synthesis with pathology disentanglement and adversarial learning


May 05, 2020
Tian Xia, Agisilaos Chartsias, Sotirios A. Tsaftaris

* This paper has been accepted by Medical Image Analysis 

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AlignTTS: Efficient Feed-Forward Text-to-Speech System without Explicit Alignment


Mar 04, 2020
Zhen Zeng, Jianzong Wang, Ning Cheng, Tian Xia, Jing Xiao

* will be presented in ICASSP 2020 

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Learning to synthesise the ageing brain without longitudinal data


Dec 12, 2019
Tian Xia, Agisilaos Chartsias, Chengjia Wang, Sotirios A. Tsaftaris


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Multi-Robot Deep Reinforcement Learning with Macro-Actions


Sep 19, 2019
Yuchen Xiao, Joshua Hoffman, Tian Xia, Christopher Amato


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A simple discriminative training method for machine translation with large-scale features


Sep 15, 2019
Tian Xia, Shaodan Zhai, Shaojun Wang


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Plackett-Luce model for learning-to-rank task


Sep 15, 2019
Tian Xia, Shaodan Zhai, Shaojun Wang


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Analysis of Regression Tree Fitting Algorithms in Learning to Rank


Sep 12, 2019
Tian Xia, Shaodan Zhai, Shaojun Wang


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RGB-T Image Saliency Detection via Collaborative Graph Learning


May 16, 2019
Zhengzheng Tu, Tian Xia, Chenglong Li, Xiaoxiao Wang, Yan Ma, Jin Tang

* 14 pages, 14 figures, 7 tables, accepted by IEEE Transactions on Multimedia with minor revisions 

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Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization


Jan 10, 2019
Tian Xia, Agisilaos Chartsias, Sotirios A. Tsaftaris


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Multi-View 3D Object Detection Network for Autonomous Driving


Jun 22, 2017
Xiaozhi Chen, Huimin Ma, Ji Wan, Bo Li, Tian Xia

* To appear in IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017 

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Fully Convolutional Attention Networks for Fine-Grained Recognition


Mar 21, 2017
Xiao Liu, Tian Xia, Jiang Wang, Yi Yang, Feng Zhou, Yuanqing Lin


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Vehicle Detection from 3D Lidar Using Fully Convolutional Network


Aug 29, 2016
Bo Li, Tianlei Zhang, Tian Xia

* Robotics: Science and Systems, 2016 

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DeepPicker: a Deep Learning Approach for Fully Automated Particle Picking in Cryo-EM


May 06, 2016
Feng Wang, Huichao Gong, Gaochao liu, Meijing Li, Chuangye Yan, Tian Xia, Xueming Li, Jianyang Zeng


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