Dual Learning: Theoretical Study and an Algorithmic Extension

May 17, 2020
Zhibing Zhao, Yingce Xia, Tao Qin, Lirong Xia, Tie-Yan Liu

* 11 pages, 2 figures 

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TuiGAN: Learning Versatile Image-to-Image Translation with Two Unpaired Images

Apr 09, 2020
Jianxin Lin, Yingxue Pang, Yingce Xia, Zhibo Chen, Jiebo Luo

* 19 pages, 12 figures 

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Incorporating BERT into Neural Machine Translation

Feb 17, 2020
Jinhua Zhu, Yingce Xia, Lijun Wu, Di He, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu

* Accepted to ICLR-2020 

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Microsoft Research Asia's Systems for WMT19

Nov 07, 2019
Yingce Xia, Xu Tan, Fei Tian, Fei Gao, Weicong Chen, Yang Fan, Linyuan Gong, Yichong Leng, Renqian Luo, Yiren Wang, Lijun Wu, Jinhua Zhu, Tao Qin, Tie-Yan Liu

* Accepted to "Fourth Conference on Machine Translation (WMT19)" 

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Efficient Bidirectional Neural Machine Translation

Aug 25, 2019
Xu Tan, Yingce Xia, Lijun Wu, Tao Qin


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Multilingual Neural Machine Translation with Language Clustering

Aug 25, 2019
Xu Tan, Jiale Chen, Di He, Yingce Xia, Tao Qin, Tie-Yan Liu

* Accepted by EMNLP 2019 

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Depth Growing for Neural Machine Translation

Jul 03, 2019
Lijun Wu, Yiren Wang, Yingce Xia, Fei Tian, Fei Gao, Tao Qin, Jianhuang Lai, Tie-Yan Liu

* Accepted by ACL 2019 

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ZstGAN: An Adversarial Approach for Unsupervised Zero-Shot Image-to-Image Translation

Jun 01, 2019
Jianxin Lin, Yingce Xia, Sen Liu, Tao Qin, Zhibo Chen

* 10 pages, 7 figures 

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Learning to Transfer: Unsupervised Meta Domain Translation

Jun 01, 2019
Jianxin Lin, Yijun Wang, Yingce Xia, Tianyu He, Zhibo Chen

* 9 pages, 2 figures 

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Image-to-Image Translation with Multi-Path Consistency Regularization

May 29, 2019
Jianxin Lin, Yingce Xia, Yijun Wang, Tao Qin, Zhibo Chen

* 8 pages, 6 figures. Accepted by the 28th International Joint Conference on Artificial Intelligence (IJCAI-2019) 

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Soft Contextual Data Augmentation for Neural Machine Translation

May 25, 2019
Jinhua Zhu, Fei Gao, Lijun Wu, Yingce Xia, Tao Qin, Wengang Zhou, Xueqi Cheng, Tie-Yan Liu

* Accepted by ACL 2019 as short paper 

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Exploring Explicit Domain Supervision for Latent Space Disentanglement in Unpaired Image-to-Image Translation

Mar 26, 2019
Jianxin Lin, Yingce Xia, Sen Liu, Tao Qin, Zhibo Chen, Jiebo Luo

* 15 pages, 15 figures 

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Unpaired Image-to-Image Translation with Domain Supervision

Feb 11, 2019
Jianxin Lin, Sen Liu, Yingce Xia, Shuxin Zhao, Tao Qin, Zhibo Chen

* 13 pages, 12 figures 

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Learning to Teach with Dynamic Loss Functions

Oct 29, 2018
Lijun Wu, Fei Tian, Yingce Xia, Yang Fan, Tao Qin, Jianhuang Lai, Tie-Yan Liu

* NIPS 2018 

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Adversarial Neural Machine Translation

Sep 30, 2018
Lijun Wu, Yingce Xia, Li Zhao, Fei Tian, Tao Qin, Jianhuang Lai, Tie-Yan Liu

* ACML 2018 

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Achieving Human Parity on Automatic Chinese to English News Translation

Jun 29, 2018
Hany Hassan, Anthony Aue, Chang Chen, Vishal Chowdhary, Jonathan Clark, Christian Federmann, Xuedong Huang, Marcin Junczys-Dowmunt, William Lewis, Mu Li, Shujie Liu, Tie-Yan Liu, Renqian Luo, Arul Menezes, Tao Qin, Frank Seide, Xu Tan, Fei Tian, Lijun Wu, Shuangzhi Wu, Yingce Xia, Dongdong Zhang, Zhirui Zhang, Ming Zhou


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Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces

May 25, 2018
Haifang Li, Yingce Xia, Wensheng Zhang

* IJCAI 2018 

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Conditional Image-to-Image Translation

May 01, 2018
Jianxin Lin, Yingce Xia, Tao Qin, Zhibo Chen, Tie-Yan Liu

* 9 pages, 9 figures, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 

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Dual Supervised Learning

Jul 03, 2017
Yingce Xia, Tao Qin, Wei Chen, Jiang Bian, Nenghai Yu, Tie-Yan Liu

* ICML 2017 

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Dual Learning for Machine Translation

Nov 01, 2016
Yingce Xia, Di He, Tao Qin, Liwei Wang, Nenghai Yu, Tie-Yan Liu, Wei-Ying Ma

* NIPS 2016 

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Thompson Sampling for Budgeted Multi-armed Bandits

May 01, 2015
Yingce Xia, Haifang Li, Tao Qin, Nenghai Yu, Tie-Yan Liu


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