SS-VPE: Semi-Supervised Variational Prototyping Encoder With Student's-t Mixture Model.
Yukun LiuDaming ShiPublished in: IEEE Trans. Instrum. Meas. (2023)
Keyphrases
- mixture model
- semi supervised
- generative model
- unsupervised learning
- gaussian mixture model
- unlabeled samples
- semi supervised learning
- em algorithm
- model selection
- probabilistic model
- learning environment
- labeled data
- expectation maximization
- density estimation
- unlabeled data
- maximum likelihood
- supervised learning
- active learning
- pairwise
- language model
- pairwise constraints
- semi supervised classification
- image segmentation
- mixture modeling
- low rank
- dirichlet process mixture models
- hidden markov models
- probability density function
- gaussian process
- gaussian mixture
- mixture of gaussians
- finite mixture model