Uncertainty aware audiovisual activity recognition using deep Bayesian variational inference.
Mahesh SubedarRanganath KrishnanPaulo Lopez-MeyerOmesh TickooJonathan HuangPublished in: CVPR Workshops (2019)
Keyphrases
- variational inference
- bayesian inference
- posterior distribution
- topic models
- variational methods
- probabilistic model
- probabilistic graphical models
- gaussian process
- latent dirichlet allocation
- mixture model
- latent variables
- closed form
- hyperparameters
- parameter estimation
- probability distribution
- exponential family
- prior information
- posterior probability
- decision theory
- exact inference
- graphical models
- model selection
- approximate inference
- bayesian framework
- generative model
- hidden variables
- factor graphs
- missing data
- maximum a posteriori
- text mining
- markov chain monte carlo
- markov networks
- belief functions