Lagging Inference Networks and Posterior Collapse in Variational Autoencoders.
Junxian HeDaniel SpokoynyGraham NeubigTaylor Berg-KirkpatrickPublished in: CoRR (2019)
Keyphrases
- probabilistic networks
- denoising
- computer networks
- markov chain monte carlo
- bayesian networks
- bayesian inference
- probabilistic model
- complex networks
- heterogeneous networks
- inference process
- variational approximation
- optical flow
- variational methods
- social networks
- network design
- handwritten digits
- sum product
- dynamic bayesian networks
- network analysis
- community structure
- bayesian framework
- network structure
- image segmentation