Search Results for author: Jinyi Zhou

Found 1 papers, 0 papers with code

Use of Metamorphic Relations as Knowledge Carriers to Train Deep Neural Networks

no code implementations10 Apr 2021 Tsong Yueh Chen, Pak-Lok Poon, Kun Qiu, Zheng Zheng, Jinyi Zhou

Based on the concept of metamorphic testing and MRs (which play the role of a test oracle in software testing), we make use of the notion of metamorphic group of inputs as concrete instances of MRs (which are abstractions of knowledge) to train a DNN in a systematic and effective manner.

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