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Yoonsuk Hyun

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Articles

Deep Self-Supervised Diversity Promoting Learning on Hierarchical Hyperspheres for Regularization

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By Youngsung Kim, Eunho Yang, Yoonsuk Hyun, Jae-Joon Han
| IEEE
The pursuit of improved generalization performance in machine learning has led to the widespread adoption of diversity-promoting learning techniques [1], [2]. In diversity-promoting learning, maximizing the pairwise distance between parameters can enhance their margin,1 which allows projective representation to exhibit the desired discriminative property.
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