Transfer learning in computer vision tasks: Remember where you come from.
Xuhong LiYves GrandvaletFranck DavoineJingchun ChengYin CuiHan ZhangSerge J. BelongieYi-Hsuan TsaiMing-Hsuan YangPublished in: Image Vis. Comput. (2020)
Keyphrases
- transfer learning
- computer vision
- learning tasks
- machine learning
- knowledge transfer
- multi task learning
- active learning
- labeled data
- multi task
- reinforcement learning
- text categorization
- transfer knowledge
- domain adaptation
- structure learning
- cross domain
- semi supervised learning
- text classification
- transferring knowledge
- object recognition
- text mining
- manifold alignment
- learning algorithm
- target domain
- machine learning algorithms
- image segmentation
- hierarchical bayesian model
- face recognition
- solve complex tasks
- algorithmic information theory
- multiple tasks
- artificial intelligence
- feature space
- supervised learning
- learning problems
- collaborative filtering
- databases
- unlabeled data