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Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation

Jun 28, 2020
Hanchao Yu, Xiao Chen, Humphrey Shi, Terrence Chen, Thomas S. Huang, Shanhui Sun

* Accepted by MICCAI2020 

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Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture

May 07, 2020
Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Ng

* CVPR 2020 - Vision for Agriculture; https://www.agriculture-vision.com 

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The 1st Agriculture-Vision Challenge: Methods and Results

Apr 23, 2020
Mang Tik Chiu, Xingqian Xu, Kai Wang, Jennifer Hobbs, Naira Hovakimyan, Thomas S. Huang, Honghui Shi, Yunchao Wei, Zilong Huang, Alexander Schwing, Robert Brunner, Ivan Dozier, Wyatt Dozier, Karen Ghandilyan, David Wilson, Hyunseong Park, Junhee Kim, Sungho Kim, Qinghui Liu, Michael C. Kampffmeyer, Robert Jenssen, Arnt B. Salberg, Alexandre Barbosa, Rodrigo Trevisan, Bingchen Zhao, Shaozuo Yu, Siwei Yang, Yin Wang, Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Ng, Van Thong Huynh, Soo-Hyung Kim, In-Seop Na, Ujjwal Baid, Shubham Innani, Prasad Dutande, Bhakti Baheti, Sanjay Talbar, Jianyu Tang

* CVPR 2020 Workshop 

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FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation

Mar 10, 2020
Hanchao Yu, Shanhui Sun, Haichao Yu, Xiao Chen, Honghui Shi, Thomas Huang, Terrence Chen

* Accepted by CVPR 2020 

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Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition

Dec 19, 2019
Meixiang Zhao, Zhigang Jia, Yunfeng Cai, Xiao Chen, Dunwei Gong

* arXiv admin note: text overlap with arXiv:1905.06458 

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How to Do Simultaneous Translation Better with Consecutive Neural Machine Translation?

Nov 08, 2019
Yun Chen, Liangyou Li, Xin Jiang, Xiao Chen, Qun Liu


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TinyBERT: Distilling BERT for Natural Language Understanding

Sep 24, 2019
Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu

* 13 pages, 2 figures, 9 tables 

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NEZHA: Neural Contextualized Representation for Chinese Language Understanding

Sep 05, 2019
Junqiu Wei, Xiaozhe Ren, Xiaoguang Li, Wenyong Huang, Yi Liao, Yasheng Wang, Jiashu Lin, Xin Jiang, Xiao Chen, Qun Liu


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Dialog State Tracking with Reinforced Data Augmentation

Aug 21, 2019
Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu

* Under review 

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Understanding Video Content: Efficient Hero Detection and Recognition for the Game "Honor of Kings"

Jul 18, 2019
Wentao Yao, Zixun Sun, Xiao Chen


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News Cover Assessment via Multi-task Learning

Jul 18, 2019
Zixun Sun, Shuang Zhao, Chengwei Zhu, Xiao Chen

* 6 pages, 9 figures 

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Modeling Semantic Compositionality with Sememe Knowledge

Jul 10, 2019
Fanchao Qi, Junjie Huang, Chenghao Yang, Zhiyuan Liu, Xiao Chen, Qun Liu, Maosong Sun

* To appear at ACL 2019 

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Relaxed 2-D Principal Component Analysis by $L_p$ Norm for Face Recognition

May 15, 2019
Xiao Chen, Zhi-Gang Jia, Yunfeng Cai, Mei-Xiang Zhao

* 19 pages, 11 figures 

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Distributed generation of privacy preserving data with user customization

Apr 20, 2019
Xiao Chen, Thomas Navidi, Stefano Ermon, Ram Rajagopal

* accepted in ICLR 2019 SafeML workshop 

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Meta Learning for Few-shot Keyword Spotting

Dec 26, 2018
Yangbin Chen, Tom Ko, Lifeng Shang, Xiao Chen, Xin Jiang, Qing Li


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End-to-end Segmentation with Recurrent Attention Neural Network

Dec 05, 2018
Qiaoying Huang, Xiao Chen, Mariappan Nadar

* 14 pages; 

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Understanding Compressive Adversarial Privacy

Oct 02, 2018
Xiao Chen, Peter Kairouz, Ram Rajagopal


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Dual-label Deep LSTM Dereverberation For Speaker Verification

Sep 08, 2018
Hao Zhang, Stephen Zahorian, Xiao Chen, Peter Guzewich, Xiaoyu Liu

* 4 pages, 3 figures, submitted to Interspeech 2018 

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Generative Adversarial Privacy

Jul 13, 2018
Chong Huang, Peter Kairouz, Xiao Chen, Lalitha Sankar, Ram Rajagopal

* A preliminary version of this work was presented at the Privacy in Machine Learning and Artificial Intelligence Workshop, ICML 2018. arXiv admin note: text overlap with arXiv:1710.09549 

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Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning

Jun 03, 2018
Barak Oshri, Annie Hu, Peter Adelson, Xiao Chen, Pascaline Dupas, Jeremy Weinstein, Marshall Burke, David Lobell, Stefano Ermon

* KDD 2018 Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining 

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Context-Aware Generative Adversarial Privacy

Dec 03, 2017
Chong Huang, Peter Kairouz, Xiao Chen, Lalitha Sankar, Ram Rajagopal

* Improved version of a paper accepted by Entropy Journal, Special Issue on Information Theory in Machine Learning and Data Science 

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A propagation matting method based on the Local Sampling and KNN Classification with adaptive feature space

May 03, 2016
Xiao Chen, Fazhi He


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