State Key Laboratory of Multimodal Artificial Intelligence Systems (MAIS), Institute of Automation, Chinese Academy of Sciences (CASIA); School of Artificial Intelligence, University of Chinese Academy of Sciences (UCAS); Peng Cheng Laboratory, ShenZhen, China; State Key Laboratory of Multimodal Artificial Intelligence Systems (MAIS), Institute of Automation, Chinese Academy of Sciences (CASIA); School of Artificial Intelligence, University of Chinese Academy of Sciences (UCAS)
Mengyuan Chen, Junyu Gao, Changsheng Xu
uncertainty quantification;evidential deep learning;subjective logic;single-forward-pass uncertainty method
R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning