Zhiheng MaXiaoyu Tao

Transductive Semi-Supervised Deep Learning using Min-Max Features

In this paper, we propose Transductive Semi-Supervised Deep Learning (TSSDL) method that is effective for training Deep Convolutional Neural Network (DCNN) models. The method applies transductive learning principle to DCNN training, introduces confidence levels on unlabeled image samples to overcome…