Dataset Refinement for Convolutional Neural Networks via Active Learning.
Siwen LiuRong ZhuYimin LuoZhongyuan WangLiguo ZhouPublished in: PCM (3) (2018)
Keyphrases
- convolutional neural networks
- active learning
- convolutional network
- learning strategies
- benchmark datasets
- database
- machine learning
- pool based active learning
- random sampling
- pairwise
- training examples
- labeled data
- text classification
- semi supervised
- batch mode
- selective sampling
- rare class
- search engine
- learning algorithm