Lagging Inference Networks and Posterior Collapse in Variational Autoencoders.
Junxian HeDaniel SpokoynyGraham NeubigTaylor Berg-KirkpatrickPublished in: ICLR (Poster) (2019)
Keyphrases
- image segmentation
- probabilistic networks
- probabilistic inference
- sum product
- bayesian networks
- probabilistic model
- denoising
- variational methods
- markov chain monte carlo
- social networks
- network design
- complex networks
- probability distribution
- belief networks
- message passing
- posterior probability
- random fields
- belief propagation
- heterogeneous networks
- network structure
- variational approximation
- learning algorithm