Markovian Gaussian Process Variational Autoencoders.
Harrison ZhuCarles Balsells RodasYingzhen LiPublished in: CoRR (2022)
Keyphrases
- gaussian process
- gaussian processes
- approximate inference
- denoising
- gaussian process regression
- variational methods
- regression model
- bayesian framework
- gaussian process classification
- expectation propagation
- model selection
- latent variables
- hyperparameters
- semi supervised
- image segmentation
- free energy
- gaussian process models
- covariance function
- marginal likelihood
- learning algorithm
- image processing
- random sampling
- noisy images
- image denoising
- cross validation
- active learning
- machine learning