Neuron coverage-guided domain generalization

This paper focuses on the domain generalization task where domain knowledge is unavailable, and even worse, only samples from a single domain can be utilized during training. Our motivation originates from the recent progresses in deep neural network (DNN) testing, which has shown that maximizing ne...

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Bibliographic Details
Main Authors: Tian, Chris Xing, Li, Haoliang, Xie, Xiaofei, Liu, Yang, Wang, Shiqi
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2022
Subjects:
Online Access:https://hdl.handle.net/10356/162633