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Dissecting the impact of different loss functions with gradient surgery


Jan 27, 2022
Hong Xuan, Robert Pless

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Hard negative examples are hard, but useful


Jul 24, 2020
Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless

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* CV, Triplet loss, Image embedding, 14 pages, 9 figures, ECCV 2020 

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Visualizing How Embeddings Generalize


Sep 16, 2019
Xiaotong Liu, Hong Xuan, Zeyu Zhang, Abby Stylianou, Robert Pless

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* 8 pages,4 figures, published in ICML workshop:Understanding and Improving Generalization in Deep Learning 

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Improved Embeddings with Easy Positive Triplet Mining


Apr 08, 2019
Hong Xuan, Abby Stylianou, Robert Pless

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Hotels-50K: A Global Hotel Recognition Dataset


Jan 26, 2019
Abby Stylianou, Hong Xuan, Maya Shende, Jonathan Brandt, Richard Souvenir, Robert Pless

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Deep Randomized Ensembles for Metric Learning


Sep 04, 2018
Hong Xuan, Richard Souvenir, Robert Pless

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* ECCV 2018 

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