Shubing Liu

Unsupervised Domain Adaptation Method Based on Relative Entropy Regularization and Measure Propagation

2025 · Entropy

This paper presents a novel unsupervised domain adaptation (UDA) framework that integrates information-theoretic principles to mitigate distributional discrepancies between source and target domains. The proposed method incorporates two key components: (1) relative entropy regularization, which …