Tsung-Hung Hsieh

Label Reuse for Efficient Semi-Supervised Learning

In this paper, we propose a new learning strategy for semi-supervised deep learning algorithms, called label reuse, aiming to significantly reduce the expensive computational cost of pseudo label generation and the like for each unlabeled training instance since pseudo labels require to be repeatedl…