Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning.
Utku EvciVincent DumoulinHugo LarochelleMichael C. MozerPublished in: ICML (2022)
Keyphrases
- transfer learning
- intermediate representations
- learning tasks
- knowledge transfer
- intermediate representation
- high level
- cross domain
- labeled data
- transfer knowledge
- structured learning
- structure learning
- machine learning
- reinforcement learning
- multi task
- active learning
- semi supervised learning
- machine learning algorithms
- collaborative filtering
- multi task learning
- text mining
- learning algorithm
- unlabeled data
- text classification
- pattern classification
- target domain
- data sets
- semi supervised
- information extraction
- bayesian networks
- neural network