Boosting Unsupervised Contrastive Learning Using Diffusion-Based Data Augmentation From Scratch.
Zelin ZangHao LuoKai WangPanpan ZhangFan WangStan Z. LiYang YouPublished in: CoRR (2023)
Keyphrases
- learning algorithm
- data sets
- database
- data analysis
- raw data
- data structure
- image data
- knowledge acquisition
- supervised learning
- prior knowledge
- knowledge discovery
- high quality
- unsupervised learning
- data sources
- bayesian methods
- background knowledge
- missing data
- learning systems
- synthetic data
- training data
- data processing
- probability distribution
- reinforcement learning
- data points
- human experts
- feature selection
- data quality
- combining multiple
- learning process
- weakly supervised