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AtrialJSQnet: A New Framework for Joint Segmentation and Quantification of Left Atrium and Scars Incorporating Spatial and Shape Information

Aug 11, 2020
Lei Li, Veronika A. Zimmer, Julia A. Schnabel, Xiahai Zhuang

* 12 pages 

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Generating Fluent Adversarial Examples for Natural Languages

Jul 13, 2020
Huangzhao Zhang, Hao Zhou, Ning Miao, Lei Li

* Accepted by ACL 2019 

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Do You Have the Right Scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods

Jul 13, 2020
Ning Miao, Yuxuan Song, Hao Zhou, Lei Li

* Accepted by ACL 2020 

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Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation

Jul 12, 2020
Yuxuan Song, Ning Miao, Hao Zhou, Lantao Yu, Mingxuan Wang, Lei Li

* Accepted to International Conference on Artificial Intelligence and Statistics 2020 

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Xiaomingbot: A Multilingual Robot News Reporter

Jul 12, 2020
Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou, Ying Zeng, Yuping Wang, Li Chen, Xiang Yin, Xijin Zhang, Songcheng Jiang, Yuxuan Wang, Lei Li

* Accepted to ACL 2020 - system demonstration 

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XREF: Entity Linking for Chinese News Comments with Supplementary Article Reference

Jun 24, 2020
Xinyu Hua, Lei Li, Lifeng Hua, Lu Wang

* Accepted to AKBC2020, link to openreview: https://openreview.net/forum?id=1hLH6CKIjN 

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Joint Left Atrial Segmentation and Scar Quantification Based on a DNN with Spatial Encoding and Shape Attention

Jun 23, 2020
Lei Li, Xin Weng, Julia A. Schnabel, Xiahai Zhuang

* MICCAI 2020 
* 10 pages 

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Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge

Jun 22, 2020
Xiahai Zhuang, Jiahang Xu, Xinzhe Luo, Chen Chen, Cheng Ouyang, Daniel Rueckert, Victor M. Campello, Karim Lekadir, Sulaiman Vesal, Nishant RaviKumar, Yashu Liu, Gongning Luo, Jingkun Chen, Hongwei Li, Buntheng Ly, Maxime Sermesant, Holger Roth, Wentao Zhu, Jiexiang Wang, Xinghao Ding, Xinyue Wang, Sen Yang, Lei Li

* 14 pages 

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ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization

Jun 12, 2020
Xunpeng Huang, Runxin Xu, Hao Zhou, Zhe Wang, Zhengyang Liu, Lei Li

* 25 pages, 4 figures 

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Adaptive Gradient Methods Can Be Provably Faster than SGD after Finite Epochs

Jun 12, 2020
Xunpeng Huang, Hao Zhou, Runxin Xu, Zhe Wang, Lei Li

* 25 pages, 3 figures, 2 tables 

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Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space

Apr 17, 2020
Dongyu Ru, Yating Luo, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu

* 10 pages, 3 figures, 4 tables 

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Unsupervised Neural Machine Translation with Indirect Supervision

Apr 07, 2020
Hongxiao Bai, Mingxuan Wang, Hai Zhao, Lei Li


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TextGAIL: Generative Adversarial Imitation Learning for Text Generation

Apr 07, 2020
Qingyang Wu, Lei Li, Zhou Yu


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SOLOv2: Dynamic, Faster and Stronger

Mar 23, 2020
Xinlong Wang, Rufeng Zhang, Tao Kong, Lei Li, Chunhua Shen

* 12 pages 

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End-to-End Learning Local Multi-view Descriptors for 3D Point Clouds

Mar 16, 2020
Lei Li, Siyu Zhu, Hongbo Fu, Ping Tan, Chiew-Lan Tai

* CVPR 2020. Webpage: https://github.com/craigleili/3DLocalMultiViewDesc 

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A random-batch Monte Carlo method for many-body systems with singular kernels

Mar 14, 2020
Lei Li, Zhenli Xu, Yue Zhao

* 23 pages, 5 figures; To be published at SIAM J. Sci. Comput 

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SPAN: A Stochastic Projected Approximate Newton Method

Mar 03, 2020
Xunpeng Huang, Xianfeng Liang, Zhengyang Liu, Yitan Li, Linyun Yu, Yue Yu, Lei Li

* Appeared in the AAAI 2020, 25 pages, 6 figures 

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Variational Template Machine for Data-to-Text Generation

Feb 13, 2020
Rong Ye, Wenxian Shi, Hao Zhou, Zhongyu Wei, Lei Li


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SketchDesc: Learning Local Sketch Descriptors for Multi-view Correspondence

Jan 17, 2020
Deng Yu, Lei Li, Youyi Zheng, Manfred Lau, Yi-Zhe Song, Chiew-Lan Tai, Hongbo Fu


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SOLO: Segmenting Objects by Locations

Dec 15, 2019
Xinlong Wang, Tao Kong, Chunhua Shen, Yuning Jiang, Lei Li

* 10 pages. Add "error analysis"; and fix typos 

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Importance-Aware Learning for Neural Headline Editing

Nov 25, 2019
Qingyang Wu, Lei Li, Hao Zhou, Ying Zeng, Zhou Yu

* AAAI 2020 

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On the convergence of gradient descent for two layer neural networks

Nov 04, 2019
Lei Li

* There was some issue in the manuscript 

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Kernelized Bayesian Softmax for Text Generation

Nov 01, 2019
Ning Miao, Hao Zhou, Chengqi Zhao, Wenxian Shi, Lei Li


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Variational Quantum Algorithms for Dimensionality Reduction and Classification

Oct 27, 2019
Jin-Min Liang, Shu-Qian Shen, Ming Li, Lei Li


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Cross-Lingual Vision-Language Navigation

Oct 24, 2019
An Yan, Xin Wang, Jiangtao Feng, Lei Li, William Yang Wang

* Tech report. First two authors contributed equally 

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