Name
Title | ||
|---|---|---|
BMT: Behavior Driven Development-based Metamorphic Testing for Autonomous Driving Models |
Abstract | ||
|---|---|---|
Deep Neural Network based models are widely used for perception and control in autonomous driving. Recent work leverages metamorphic testing to improve defect detection but is limited to using only an equality-based metamorphic relation. Thus, it does not provide sufficient expressiveness for users to define custom metamorphic relations nor means to automatically generate meaningful inputs based o... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/MET52542.2021.00012 | 2021 IEEE/ACM 6th International Workshop on Metamorphic Testing (MET) |
Keywords | DocType | ISBN |
Graphics,Conferences,Neural networks,Bicycles,Predictive models,Test pattern generators,Automobiles | Conference | 978-1-6654-4464-4 |
Citations | PageRank | References |
0 | 0.34 | 0 |
Authors | ||
8 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yao Deng | 1 | 0 | 0.34 |
| Guannan Lou | 2 | 0 | 0.68 |
| Xi Zheng | 3 | 0 | 0.34 |
| Tianyi Zhang | 4 | 0 | 0.34 |
| Miryung Kim | 5 | 0 | 0.34 |
| Huai Liu | 6 | 0 | 0.34 |
| Chen Wang | 7 | 34 | 5.60 |
| Tsong Yueh Chen | 8 | 0 | 0.34 |