Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition.
Wang LuJindong WangYiqiang ChenSinno Jialin PanChunyu HuXin QinPublished in: CoRR (2022)
Keyphrases
- activity recognition
- cross domain
- transfer learning
- human activity recognition
- domain adaptation
- human activities
- action recognition
- event detection
- knowledge transfer
- accelerometer data
- text categorization
- smart home
- multiple domains
- learning tasks
- active learning
- target domain
- activities of daily living
- recognizing actions
- machine learning
- labeled data
- domain specific
- semi supervised
- reinforcement learning
- feature extraction
- sensor data
- text classification
- low level features
- feature selection
- human computer interaction
- data analysis
- web image annotation
- neural network
- information retrieval
- behavior recognition
- face recognition
- event recognition
- natural language
- object recognition
- sensor networks
- unsupervised learning
- machine learning algorithms