GPS-SSL: Guided Positive Sampling to Inject Prior Into Self-Supervised Learning.
Aarash FeiziRandall BalestrieroAdriana Romero-SorianoReihaneh RabbanyPublished in: CoRR (2024)
Keyphrases
- prior knowledge
- learning process
- learning algorithm
- online learning
- reinforcement learning
- bayesian methods
- positive examples
- active learning
- probabilistic model
- knowledge acquisition
- learning systems
- monte carlo
- positive and negative
- learning tasks
- unsupervised learning
- learning scheme
- learning analytics
- neural network
- supervised learning
- training data
- bayesian networks