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Deep learning for detecting pulmonary tuberculosis via chest radiography: an international study across 10 countries


May 16, 2021
Sahar Kazemzadeh, Jin Yu, Shahar Jamshy, Rory Pilgrim, Zaid Nabulsi, Christina Chen, Neeral Beladia, Charles Lau, Scott Mayer McKinney, Thad Hughes, Atilla Kiraly, Sreenivasa Raju Kalidindi, Monde Muyoyeta, Jameson Malemela, Ting Shih, Greg S. Corrado, Lily Peng, Katherine Chou, Po-Hsuan Cameron Chen, Yun Liu, Krish Eswaran, Daniel Tse, Shravya Shetty, Shruthi Prabhakara


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M6: A Chinese Multimodal Pretrainer


Mar 02, 2021
Junyang Lin, Rui Men, An Yang, Chang Zhou, Ming Ding, Yichang Zhang, Peng Wang, Ang Wang, Le Jiang, Xianyan Jia, Jie Zhang, Jianwei Zhang, Xu Zou, Zhikang Li, Xiaodong Deng, Jie Liu, Jinbao Xue, Huiling Zhou, Jianxin Ma, Jin Yu, Yong Li, Wei Lin, Jingren Zhou, Jie Tang, Hongxia Yang

* 12 pages, technical report 

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Deep Learning for Distinguishing Normal versus Abnormal Chest Radiographs and Generalization to Unseen Diseases


Oct 22, 2020
Zaid Nabulsi, Andrew Sellergren, Shahar Jamshy, Charles Lau, Eddie Santos, Atilla P. Kiraly, Wenxing Ye, Jie Yang, Sahar Kazemzadeh, Jin Yu, Raju Kalidindi, Mozziyar Etemadi, Florencia Garcia Vicente, David Melnick, Greg S. Corrado, Lily Peng, Krish Eswaran, Daniel Tse, Neeral Beladia, Yun Liu, Po-Hsuan Cameron Chen, Shravya Shetty


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DeVLBert: Learning Deconfounded Visio-Linguistic Representations


Aug 16, 2020
Shengyu Zhang, Tan Jiang, Tan Wang, Kun Kuang, Zhou Zhao, Jianke Zhu, Jin Yu, Hongxia Yang, Fei Wu

* 10 pages, 4 figures, to appear in ACM MM 2020 proceedings 

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Poet: Product-oriented Video Captioner for E-commerce


Aug 16, 2020
Shengyu Zhang, Ziqi Tan, Jin Yu, Zhou Zhao, Kun Kuang, Jie Liu, Jingren Zhou, Hongxia Yang, Fei Wu

* 10 pages, 3 figures, to appear in ACM MM 2020 proceedings 

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A Multi-Semantic Metapath Model for Large Scale Heterogeneous Network Representation Learning


Jul 19, 2020
Xuandong Zhao, Jinbao Xue, Jin Yu, Xi Li, Hongxia Yang

* Part of this work was carried out while the first author interned at Alibaba 

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Comprehensive Information Integration Modeling Framework for Video Titling


Jun 24, 2020
Shengyu Zhang, Ziqi Tan, Jin Yu, Zhou Zhao, Kun Kuang, Tan Jiang, Jingren Zhou, Hongxia Yang, Fei Wu

* 11 pages, 6 figures, to appear in KDD 2020 proceedings 

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Grounded and Controllable Image Completion by Incorporating Lexical Semantics


Feb 29, 2020
Shengyu Zhang, Tan Jiang, Qinghao Huang, Ziqi Tan, Zhou Zhao, Siliang Tang, Jin Yu, Hongxia Yang, Yi Yang, Fei Wu

* 9 pages, 9 figures 

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The Entire Quantile Path of a Risk-Agnostic SVM Classifier


May 09, 2012
Jin Yu, S. V. N. Vishwanatan, Jian Zhang

* Appears in Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence (UAI2009) 

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Incremental Top-k List Comparison Approach to Robust Multi-Structure Model Fitting


May 31, 2011
Hoi Sim Wong, Tat-Jun Chin, Jin Yu, David Suter


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A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning


Feb 22, 2010
Jin Yu, S. V. N. Vishwanathan, Simon Guenter, Nicol N. Schraudolph

* Journal of Machine Learning Research 11(Mar):1145-1200, 2010 

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Exponential Family Graph Matching and Ranking


Jun 05, 2009
James Petterson, Tiberio Caetano, Julian McAuley, Jin Yu


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