TauPad: Test Data Augmentation of Point Clouds by Adversarial Mutation

Point clouds have been widely used in a large number of application scenarios to handle with various deep learning (DL) tasks. Testing is an essential means to guarantee the robustness of DL models, which places high demands on test data. Therefore, it is crucial to design a reliable and effective t...

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Bibliographic Details

Published in:	2022 IEEE/ACM 44th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) pp. 212 - 216
Main Authors:	Liu, Guandi, Liu, Jiawei, Zhang, Quanjun, Fang, Chunrong, Zhang, Xufan
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.05.2022
Subjects:	Data models Manuals Measurement Point cloud compression Reliability engineering Robustness Software and its engineering → Software testing and debugging Software testing
Online Access:	Get full text
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