arxivcs.LG2026-07-07
UASPL: Uncertainty-Aware Self-Paced Learning with Evidential Neural Networks
Yifan Zhang, Yuxin Hu, Zhuobin Hao, Xiaozhuan Gao, Lipeng Pan
Self-paced learning (SPL) is an effective learning paradigm that simulates the human learning process by progressing from easy to difficult samples based on the value of the loss function during the learning process. It has shown great potential in improving model performance and…