112 citations · 340 across the 21 of their papers we have counts for
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stat.ML2017★ 1 cited
Implicit Manifold Learning on Generative Adversarial Networks
Kry Yik Chau Lui, Yanshuai Cao, Maxime Gazeau +1
This paper raises an implicit manifold learning perspective in Generative Adversarial Networks (GANs), by studying how the support of the learned distribution, modelled as a subman…
cs.AI2017★ 38 cited
Automatic Selection of t-SNE Perplexity
Yanshuai Cao, Luyu Wang
t-Distributed Stochastic Neighbor Embedding (t-SNE) is one of the most widely used dimensionality reduction methods for data visualization, but it has a perplexity hyperparameter t…