Multi-Task Learning with Knowledge Transfer for Facial Attribute Classification.
Xiaohui FanheJie GuoZheng HuangWeidong QiuYuele ZhangPublished in: ICIT (2019)
Keyphrases
- knowledge transfer
- multi task learning
- transfer learning
- learning tasks
- multi task
- text classification
- classification accuracy
- multiple tasks
- supervised learning
- decision trees
- support vector
- gaussian processes
- feature vectors
- learning algorithm
- machine learning
- knowledge sharing
- high order
- learning problems
- feature selection
- machine learning algorithms
- labeled data
- multitask learning
- image classification
- support vector machine
- feature extraction
- inductive learning
- information retrieval
- cross validation
- class labels
- training examples
- feature set
- classification models
- active learning
- training set
- face recognition