Multi-level transfer learning for improving the performance of deep neural networks: Theory and practice from the tasks of facial emotion recognition and named entity recognition.
Jason C. HungJia-Wei ChangPublished in: Appl. Soft Comput. (2021)
Keyphrases
- transfer learning
- emotion recognition
- named entity recognition
- neural network
- information extraction
- semi supervised
- named entities
- labeled data
- natural language processing
- facial expressions
- learning tasks
- text mining
- human computer interaction
- audio visual
- maximum entropy
- facial images
- machine learning
- reinforcement learning
- semi supervised learning
- active learning
- sentiment analysis
- cross domain
- text summarization
- conditional random fields
- domain adaptation
- text classification
- machine learning algorithms
- text categorization
- learning algorithm
- information fusion
- facial features
- collaborative filtering
- unlabeled data
- affective states
- pairwise
- e learning
- co occurrence