Search Results for author: Tsong Yueh Chen

Found 4 papers, 1 papers with code

Can ChatGPT advance software testing intelligence? An experience report on metamorphic testing

no code implementations30 Oct 2023 Quang-Hung Luu, Huai Liu, Tsong Yueh Chen

We show that ChatGPT can be used to generate new correct MRs to test several software systems.


Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing

1 code implementation CVPR 2021 Yuanyuan Yuan, Shuai Wang, Mingyue Jiang, Tsong Yueh Chen

MetaVQA checks whether the answer to (i, q) satisfies metamorphic relationships (MRs), denoting perception consistency, with the composed answers of transformed questions and images.

Benchmarking DNN Testing +2

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.

Cannot find the paper you are looking for? You can Submit a new open access paper.