Heterogeneous Contrastive Learning for Foundation Models and Beyond.
Lecheng ZhengBaoyu JingZihao LiHanghang TongJingrui HePublished in: CoRR (2024)
Keyphrases
- learning algorithm
- structured prediction
- prior knowledge
- learning scheme
- incremental learning
- learning tasks
- learning systems
- accurate models
- learned models
- learning rules
- inductive inference
- neural nets
- inductive learning
- complex systems
- machine learning algorithms
- unsupervised learning
- online learning
- case study
- data mining
- data sets
- learning scenarios
- model selection
- knowledge acquisition
- learning models
- supervised learning
- probabilistic model
- bayesian methods
- learning process
- real world