SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations.
Haozhe FengKezhi KongMinghao ChenTianye ZhangMinfeng ZhuWei ChenPublished in: AAAI (2021)
Keyphrases
- generative model
- semi supervised
- semi supervised learning
- discriminative models
- labeled data
- multi label classification
- labelled training data
- unlabeled data
- discriminative learning framework
- generative and discriminative models
- pairwise
- mixture model
- active learning
- supervised learning
- discriminative learning
- deep belief networks
- unsupervised learning
- class labels
- naive bayes models
- maximum entropy principle
- discriminative methods
- video sequences
- hierarchical hidden markov models
- co training
- multi label
- conditional random fields
- topic models
- visual features
- deep learning
- unlabelled data
- probabilistic model
- metric learning
- restricted boltzmann machine
- bag of words
- em algorithm
- text classification
- learning algorithm