Fully-Adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification.
Yongxi LuAbhishek KumarShuangfei ZhaiYu ChengTara JavidiRogério Schmidt FerisPublished in: CVPR (2017)
Keyphrases
- multi task
- feature vectors
- learning tasks
- multi task learning
- feature set
- feature selection
- decision trees
- multitask learning
- classification accuracy
- machine learning algorithms
- image classification
- learning problems
- supervised learning
- social networks
- machine learning
- feature space
- classification models
- metric learning
- unsupervised learning
- training set
- feature extraction
- gaussian processes
- learning algorithm
- markov random field
- text classification
- support vector
- feature ranking
- multiple tasks