Maximizing Incremental Information Entropy for Contrastive Learning

Jiansong Zhang, Zhuoqin Yang, Xu Wu +3

Contrastive learning has achieved remarkable success in self-supervised representation learning, often guided by information-theoretic objectives such as mutual information maximiz…