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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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