Transformer-Based Behavioral Representation Learning Enables Transfer Learning for Mobile Sensing in Small Datasets.
Mike A. MerrillTim AlthoffPublished in: CoRR (2021)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- learning algorithm
- learning problems
- reinforcement learning
- active learning
- transfer knowledge
- machine learning
- neural network
- collaborative filtering
- text classification
- unsupervised learning
- graph transduction
- supervised learning
- transferring knowledge
- multi task
- learning process
- domain adaptation
- previously learned
- standard learning algorithms
- cross domain learning
- multitask learning
- multiple tasks
- previously unseen
- multi task learning
- prior knowledge
- semi supervised
- unlabeled data
- domain specific