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04/08/2021
Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions
We develop and rigorously evaluate a deep learning based system that can...
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03/02/2019
Let's Transfer Transformations of Shared Semantic Representations
With a good image understanding capability, can we manipulate the images...
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12/18/2018
Composing Text and Image for Image Retrieval - An Empirical Odyssey
In this paper, we study the task of image retrieval, where the input que...
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03/08/2018
Generalization in Metric Learning: Should the Embedding Layer be the Embedding Layer?
Many recent works advancing deep learning tend to focus on large scale s...
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05/13/2017
Revisiting IM2GPS in the Deep Learning Era
Image geolocalization, inferring the geographic location of an image, is...
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07/30/2016