On-Device Training Empowered Transfer Learning For Human Activity Recognition.
Pixi KangJulian MoosmannSizhen BianMichele MagnoPublished in: CoRR (2024)
Keyphrases
- transfer learning
- human activity recognition
- activity recognition
- learning tasks
- human activities
- training and test data
- knowledge transfer
- labeled data
- domain adaptation
- active learning
- cross domain
- visual surveillance
- machine learning
- transfer knowledge
- reinforcement learning
- collaborative filtering
- semi supervised learning
- machine learning algorithms
- supervised learning
- text categorization
- test set
- text classification
- training set
- information retrieval
- transferring knowledge
- multi task
- background subtraction
- training examples
- unlabeled data
- domain specific
- pairwise
- data streams
- multimedia