Light-Weight Pointcloud Representation with Sparse Gaussian Process.
Mahmoud AliLantao LiuPublished in: CoRR (2023)
Keyphrases
- lightweight
- gaussian process
- covariance function
- gaussian processes
- gaussian process regression
- sparse approximations
- latent space
- sparse approximation
- regression model
- model selection
- latent variables
- gaussian process models
- dynamical models
- hyperparameters
- gaussian process classification
- bayesian framework
- approximate inference
- dynamical model
- marginal likelihood
- semi supervised
- non stationary
- image representation
- wireless sensor networks
- maximum a posteriori
- expectation propagation
- closed form
- sparse representation