Multi-modal Gaussian Process Variational Autoencoders for Neural and Behavioral Data.
Rabia GondurUsama Bin SikandarEvan SchafferMikio Christian AoiStephen L. KeeleyPublished in: CoRR (2023)
Keyphrases
- multi modal
- gaussian process
- behavioral data
- gaussian processes
- behavior patterns
- regression model
- cognitive model
- gaussian process regression
- denoising
- model selection
- bayesian framework
- latent variables
- approximate inference
- hyperparameters
- semi supervised
- raw data
- image segmentation
- audio visual
- free energy
- behavioral patterns
- high dimensional
- marginal likelihood
- optical flow
- feature selection
- bayesian inference
- expectation maximization
- learning process