A baseline regularization scheme for transfer learning with convolutional neural networks.
Xuhong LiYves GrandvaletFranck DavoinePublished in: Pattern Recognit. (2020)
Keyphrases
- transfer learning
- convolutional neural networks
- knowledge transfer
- learning tasks
- labeled data
- multi view learning
- cross domain
- domain adaptation
- active learning
- machine learning
- reinforcement learning
- manifold alignment
- collaborative filtering
- multi task learning
- transfer knowledge
- multi task
- text classification
- semi supervised learning
- data analysis
- target domain
- transferring knowledge
- convolutional network
- algorithmic information theory
- data sets
- machine learning algorithms
- text categorization
- text mining
- knn
- databases