Multi-modal Gaussian Process Variational Autoencoders for Neural and Behavioral Data.
Rabia GondurUsama Bin SikandarEvan SchafferMikio Christian AoiStephen L. KeeleyPublished in: ICLR (2024)
Keyphrases
- multi modal
- gaussian process
- behavioral data
- gaussian processes
- behavior patterns
- gaussian process regression
- denoising
- approximate inference
- regression model
- cognitive model
- semi supervised
- model selection
- bayesian framework
- latent variables
- raw data
- hyperparameters
- image segmentation
- free energy
- audio visual
- behavioral patterns
- probabilistic model
- multiscale
- data mining
- em algorithm
- active learning
- high dimensional
- video sequences
- multimedia