Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap.
Yifei WangQi ZhangYisen WangJiansheng YangZhouchen LinPublished in: CoRR (2022)
Keyphrases
- learning tasks
- supervised learning
- learning process
- active learning
- subject matter
- solving problems
- learning systems
- theoretical analysis
- online learning
- database
- prior knowledge
- website
- artificial intelligence
- learning algorithm
- neural network
- real time
- reinforcement learning
- social networks
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- machine learning
- background knowledge
- inductive learning
- data sets
- learning sciences
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- deeper understanding