Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification.
Yuting ZhangKibok LeeHonglak LeePublished in: CoRR (2016)
Keyphrases
- neural network
- semi supervised
- unsupervised learning
- unsupervised methods
- supervised learning
- supervised classification
- word sense induction
- pattern recognition
- weakly supervised
- discriminant projection
- unsupervised feature selection
- supervised methods
- competitive learning
- supervised training
- unsupervised manner
- fuzzy logic
- genetic algorithm
- machine learning
- feed forward
- neural network model
- supervised and semi supervised
- back propagation
- semi supervised learning
- feature selection
- fuzzy systems
- multiple objectives
- active learning
- unlabeled data
- data driven
- activation function
- rule extraction
- artificial neural networks
- data sets
- multi layer
- fully unsupervised
- cellular neural networks
- multilayer perceptron
- fault diagnosis
- text categorization
- decision trees
- training data
- pairwise