100 citations · 326 across the 8 of their papers we have counts for
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cs.LG2019★ 100 cited
Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning
Takanori Fujiwara, Oh-Hyun Kwon, Kwan-Liu Ma
Dimensionality reduction (DR) is frequently used for analyzing and visualizing high-dimensional data as it provides a good first glance of the data. However, to interpret the DR re…
cs.SI2019★ 68 cited
A Deep Generative Model for Graph Layout
Oh-Hyun Kwon, Kwan-Liu Ma
Different layouts can characterize different aspects of the same graph. Finding a "good" layout of a graph is thus an important task for graph visualization. In practice, users oft…