Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation.
Kendrick ShenRobbie M. JonesAnanya KumarSang Michael XieJeff Z. HaoChenTengyu MaPercy LiangPublished in: ICML (2022)
Keyphrases
- incremental learning
- learning systems
- learning process
- online learning
- machine learning
- concept learning
- learning tasks
- intelligent tutoring systems
- prior knowledge
- reinforcement learning
- computer vision
- multi class
- supervised learning
- text classification
- multiscale
- mobile learning
- similarity measure
- learning problems
- genetic algorithm
- inductive learning
- learning analytics
- data sets