Multimodal Variational Autoencoders for Semi-Supervised Learning: In Defense of Product-of-Experts.
Svetlana KutuzovaOswin KrauseDouglas McCloskeyMads NielsenChristian IgelPublished in: CoRR (2021)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- dirichlet process mixture models
- machine learning
- manifold regularization
- unsupervised learning
- semi supervised classification
- denoising
- training data
- transfer learning
- co training
- semi supervised learning methods
- image segmentation
- domain adaptation
- semi supervised learning algorithms
- active learning
- label propagation
- regularization framework
- learning models
- improve the classification accuracy
- opinion detection
- text classification
- object recognition
- naacl hlt
- human experts
- similarity measure
- learning algorithm