128 citations · 128 across the 2 of their papers we have counts for
2 papers
cs.LG2019★ 128 cited
Lagging Inference Networks and Posterior Collapse in Variational Autoencoders
Junxian He, Daniel Spokoyny, Graham Neubig +1
The variational autoencoder (VAE) is a popular combination of deep latent variable model and accompanying variational learning technique. By using a neural inference network to app…
cs.SI2016
Text Network Exploration via Heterogeneous Web of Topics
Junxian He, Ying Huang, Changfeng Liu +3
A text network refers to a data type that each vertex is associated with a text document and the relationship between documents is represented by edges. The proliferation of text n…