Automatic test suite generation for key-points detection DNNs using many-objective search (experience paper)
Author:
Affiliation:
1. University of Luxembourg, Luxembourg
2. University of Luxembourg, Luxembourg / University of Ottawa, Canada
3. IEE, Luxembourg
4. Post Luxembourg, Luxembourg
Funder
Natural Sciences and Engineering Research Council of Canada
National Research Foundation of Korea
H2020 European Research Council award
Fonds National de la Recherche Luxembourg
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3460319.3464802
Reference54 articles.
1. Testing vision-based control systems using learnable evolutionary algorithms
2. Testing autonomous cars for feature interaction failures using many-objective search
3. Testing autonomous cars for feature interaction failures using many-objective search
4. 2D Human Pose Estimation: New Benchmark and State of the Art Analysis
5. Testing advanced driver assistance systems using multi-objective search and neural networks
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