Mind the Gap when Conditioning Amortised Inference in Sequential Latent-Variable Models.
Justin BayerMaximilian SoelchAtanas MirchevBaris KayalibayPatrick van der SmagtPublished in: CoRR (2021)
Keyphrases
- latent variable models
- latent variables
- graphical structure
- real valued
- hidden markov models
- hidden variables
- probabilistic model
- bayesian networks
- latent dirichlet allocation
- probabilistic inference
- structured prediction
- bayesian inference
- latent space
- random variables
- learning problems
- prior knowledge
- information extraction
- posterior distribution
- text data
- visual features
- generative model