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04/20/2023
Federated Compositional Deep AUC Maximization
Federated learning has attracted increasing attention due to the promise...
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10/08/2019
TraffickCam: Explainable Image Matching For Sex Trafficking Investigations
Investigations of sex trafficking sometimes have access to photographs o...
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01/26/2019
Hotels-50K: A Global Hotel Recognition Dataset
Recognizing a hotel from an image of a hotel room is important for human...
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01/02/2019
Visualizing Deep Similarity Networks
For convolutional neural network models that optimize an image embedding...
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08/13/2018
Deep Randomized Ensembles for Metric Learning
Learning embedding functions, which map semantically related inputs to n...
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12/09/2016
Understanding and Mapping Natural Beauty
While natural beauty is often considered a subjective property of images...
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10/13/2015