Supervised autoencoders: Improving generalization performance with unsupervised regularizers.
Lei LeAndrew PattersonMartha WhitePublished in: NeurIPS (2018)
Keyphrases
- semi supervised
- unsupervised learning
- supervised learning
- unsupervised methods
- supervised classification
- denoising
- discriminant projection
- supervised methods
- restricted boltzmann machine
- word sense induction
- unsupervised feature selection
- weakly supervised
- supervised training
- linear combination
- machine learning
- learning algorithm
- neural network
- total variation
- data driven
- deep belief networks
- semi supervised learning
- labeled data
- optic flow
- unsupervised manner
- small number
- active learning
- pairwise
- training set
- computer vision
- supervised and semi supervised