SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations.
Haozhe FengKezhi KongMinghao ChenTianye ZhangMinfeng ZhuWei ChenPublished in: CoRR (2020)
Keyphrases
- generative model
- semi supervised
- semi supervised learning
- discriminative models
- labeled data
- multi label classification
- discriminative learning framework
- unlabeled data
- supervised learning
- active learning
- video sequences
- discriminative learning
- discriminative methods
- unsupervised learning
- mixture model
- pairwise
- labelled training data
- deep belief networks
- maximum entropy principle
- naive bayes models
- class labels
- visual features
- hierarchical hidden markov models
- multi label
- pairwise constraints
- deep learning
- topic models
- unlabelled data
- weakly supervised
- object categories
- natural images
- image classification
- metric learning
- machine learning
- training examples
- co training
- image features
- probabilistic model