1 code implementation • 18 Sep 2023 • Helbert Paat, Qing Lian, Weilong Yao, Tong Zhang
In this paper, we present the first approach that addresses the inherent ambiguities present in pseudo labels by introducing an Evidential Deep Learning (EDL) based uncertainty estimation framework.
no code implementations • CVPR 2022 • Qing Lian, Botao Ye, Ruijia Xu, Weilong Yao, Tong Zhang
In addition, we demonstrate that the augmentation methods are well suited for semi-supervised training and cross-dataset generalization.