241 citations · 1.2k across the 60 of their papers we have counts for
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stat.ML2018★ 17 cited
Disentangling by Partitioning: A Representation Learning Framework for Multimodal Sensory Data
Wei-Ning Hsu, James Glass
Multimodal sensory data resembles the form of information perceived by humans for learning, and are easy to obtain in large quantities. Compared to unimodal data, synchronization o…
stat.ML2018
Scalable Factorized Hierarchical Variational Autoencoder Training
Wei-Ning Hsu, James Glass
Deep generative models have achieved great success in unsupervised learning with the ability to capture complex nonlinear relationships between latent generating factors and observ…