Metric learning by Similarity Network for Deep Semi-Supervised Learning.
Sanyou WuXingdong FengFan ZhouPublished in: CoRR (2020)
Keyphrases
- metric learning
- semi supervised learning
- semi supervised
- semi supervised clustering
- distance metric
- unlabeled data
- labeled data
- distance metric learning
- distance function
- unsupervised learning
- supervised learning
- text categorization
- semi supervised learning setting
- semi definite programming
- learning problems
- active learning
- pairwise
- semi supervised classification
- training data
- distance measure
- machine learning
- discriminative information
- data points
- computer vision
- euclidean distance
- learning tasks
- learning models
- kernel matrix
- similarity measure
- labeled and unlabeled data
- neural network
- pairwise constraints
- transfer learning
- background knowledge
- training examples
- multi class