Teacher/Student Deep Semi-Supervised Learning for Training with Noisy Labels.
Zeyad HailatXue-wen ChenPublished in: ICMLA (2018)
Keyphrases
- semi supervised learning
- weakly labeled data
- supervised learning
- label propagation
- unlabeled data
- labeled examples
- number of labeled examples
- semi supervised
- training examples
- labeled data
- labeled instances
- training data
- multi label classification
- training set
- labeled training data
- unlabeled examples
- multi instance learning
- active learning
- partially labeled
- teacher student
- co training
- semi supervised classification
- covariate shift
- machine learning
- manifold regularization
- unlabeled samples
- unsupervised learning
- graph based semi supervised learning
- class labels
- text categorization
- labeled and unlabeled data
- online learning
- unlabeled instances
- learning algorithm
- pairwise constraints
- training samples
- text classification
- prior knowledge
- training instances
- classroom learning
- multiple instance learning
- semi supervised learning algorithms
- data sets
- learning tasks
- image segmentation
- data mining