Few-Shot Text and Image Classification via Analogical Transfer Learning.
Wenhe LiuXiaojun ChangYan YanYi YangAlexander G. HauptmannPublished in: ACM Trans. Intell. Syst. Technol. (2018)
Keyphrases
- transfer learning
- image classification
- text mining
- visual features
- knowledge transfer
- learning tasks
- reinforcement learning
- image features
- labeled data
- machine learning
- active learning
- cross domain
- transfer knowledge
- domain adaptation
- manifold alignment
- collaborative filtering
- feature extraction
- semi supervised learning
- text classification
- information retrieval
- learning algorithm
- text categorization
- multi label
- data sets
- multi task
- key frames
- cross domain learning
- video data
- natural language processing
- information extraction
- video sequences
- multimedia
- computer vision
- neural network
- databases