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Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions

Apr 08, 2021
Abhijit Guha Roy, Jie Ren, Shekoofeh Azizi, Aaron Loh, Vivek Natarajan, Basil Mustafa, Nick Pawlowski, Jan Freyberg, Yuan Liu, Zach Beaver, Nam Vo, Peggy Bui, Samantha Winter, Patricia MacWilliams, Greg S. Corrado, Umesh Telang, Yun Liu, Taylan Cemgil, Alan Karthikesalingam, Balaji Lakshminarayanan, Jim Winkens

* Under Review, 19 Pages 

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Let's Transfer Transformations of Shared Semantic Representations

Mar 02, 2019
Nam Vo, Lu Jiang, James Hays

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Composing Text and Image for Image Retrieval - An Empirical Odyssey

Dec 18, 2018
Nam Vo, Lu Jiang, Chen Sun, Kevin Murphy, Li-Jia Li, Li Fei-Fei, James Hays

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Generalization in Metric Learning: Should the Embedding Layer be the Embedding Layer?

Mar 08, 2018
Nam Vo, James Hays

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Revisiting IM2GPS in the Deep Learning Era

May 13, 2017
Nam Vo, Nathan Jacobs, James Hays

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Localizing and Orienting Street Views Using Overhead Imagery

Mar 22, 2017
Nam Vo, James Hays

* ECCV 2016 

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