Unsupervised & Generative
Deep Variational Bayes Filters: Unsupervised Learning of State Space Models from Raw Data (2016. 5)
DVBF
,Variational Inference
,SVGB
Structured Inference Networks for Nonlinear State Space Models (2016. 9)
Structured Variational Approximation
,SVGB
beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework (2016. 11)
Beta-VAE
,Disentangled
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning (2017. 10)
Kalman VAE
,LGSSM
Self-Attention Generative Adversarial Networks (2018. 5)
SAGAN
,Attention-Driven
,Spectral Normalization
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