Avoiding latent variable collapse with generative skip models

Mathematics

• Approximates 100%
• Latent Variable Model 100%
• Dimensional Data 50%
• Mutual Information 50%
• Likelihood Function 50%
• Marginal Likelihood 50%
• Model Likelihood 50%
• Predictive Performance 50%

Psychology

• Yahoo 100%

Keyphrases

• Omniglot 14%
• Posterior Collapse 14%
• Deep Latent Variable Models 14%