23 citations · 92 across the 20 of their papers we have counts for
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cs.CV2020★ 7 cited
Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning
Byungsoo Ko, Geonmo Gu
Learning the distance metric between pairs of samples has been studied for image retrieval and clustering. With the remarkable success of pair-based metric learning losses, recent…
cs.CV2020★ 1 cited
Symmetrical Synthesis for Deep Metric Learning
Geonmo Gu, Byungsoo Ko
Deep metric learning aims to learn embeddings that contain semantic similarity information among data points. To learn better embeddings, methods to generate synthetic hard samples…