An empirical study on robustness of DNNs with out-of-distribution awareness

by ZHOU, Lingjun, YU, Bing, BEREND, David, XIE, Xiaofei, LI, Xiaohong, ZHAO, Jianjun, LIU, Xusheng
Published 2020

Cats are not fish: Deep learning testing calls for out-of-distribution awareness

by BEREND, David, XIE, Xiaofei, MA, Lei, ZHOU, Lingjun, LIU, Yang, XU, Chi, ZHAO, Jianjun
Published 2020

RNNRepair: Automatic RNN Repair via model-based analysis

by XIE, Xiaofei, GUO, Wenbo, MA, Lei, LE, Wei, WANG, Jian, ZHOU, Lingjun, LIU, Yang, XING, Xinyu
Published 2021