GAO Can LI Yong

Dynamically Consistent and Confident Deep Semi-supervised Learning

2022 · DOAJ (DOAJ: Directory of Open Access Journals)

Deep semi-supervised learning methods based on consistency regularization and entropy minimization can effectively improve the performance of large-scale neural networks and reduce the need for labeled data. However, the regularization losses of the existing consistency …