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Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery

Dec 13, 2020
Michael Zhang, Xiaotian Cheng, Daniel Copeland, Arjun Desai, Melody Y. Guan, Gabriel A. Brat, Serena Yeung

* AMIA 2020 Annual Symposium 

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A Surprising Density of Illusionable Natural Speech

Jun 05, 2019
Melody Y. Guan, Gregory Valiant

* 10 pages, 2 figures, 7 tables 

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To Trust Or Not To Trust A Classifier

Oct 26, 2018
Heinrich Jiang, Been Kim, Melody Y. Guan, Maya Gupta

* NIPS 2018 

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Efficient Neural Architecture Search via Parameter Sharing

Feb 12, 2018
Hieu Pham, Melody Y. Guan, Barret Zoph, Quoc V. Le, Jeff Dean

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Nonparametric Stochastic Contextual Bandits

Jan 05, 2018
Melody Y. Guan, Heinrich Jiang

* AAAI 2018 

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Who Said What: Modeling Individual Labelers Improves Classification

Jan 04, 2018
Melody Y. Guan, Varun Gulshan, Andrew M. Dai, Geoffrey E. Hinton

* AAAI 2018 

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Efficient Attention using a Fixed-Size Memory Representation

Jul 01, 2017
Denny Britz, Melody Y. Guan, Minh-Thang Luong

* EMNLP 2017 

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