Context-Aware Selective Label Smoothing for Calibrating Sequence Recognition Model

Shuangping Huang, Yu Luo, Zhenzhou Zhuang +3

Despite the success of deep neural network (DNN) on sequential data (i.e., scene text and speech) recognition, it suffers from the over-confidence problem mainly due to overfitting…