Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study.
Jason LiuShohreh DeldariHao XueVan NguyenFlora D. SalimPublished in: CoRR (2023)
Keyphrases
- data sets
- prior knowledge
- unsupervised learning
- incremental learning
- synthetic data
- data collection
- online learning
- database
- knowledge discovery
- statistical analysis
- active learning
- learning process
- spatial data
- data structure
- original data
- background knowledge
- input data
- image data
- data sources
- high dimensional
- high quality
- training data
- data points
- data model
- data distribution
- human experts
- data quality
- learning models
- bayesian methods