10 citations · 11 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 1 cited
On The Distribution of Penultimate Activations of Classification Networks
Minkyo Seo, Yoonho Lee, Suha Kwak
This paper studies probability distributions of penultimate activations of classification networks. We show that, when a classification network is trained with the cross-entropy lo…
cs.CV2019★ 10 cited
Deep Metric Learning Beyond Binary Supervision
Sungyeon Kim, Minkyo Seo, Ivan Laptev +2
Metric Learning for visual similarity has mostly adopted binary supervision indicating whether a pair of images are of the same class or not. Such a binary indicator covers only a…