A survey on test input selection and prioritization for deep neural networks

S Wang, D Li, H Li, M Zhao… - 2024 10th International …, 2024 - ieeexplore.ieee.org
With the breakthrough advancements of deep neural network technology in applications
such as image processing, autonomous driving, and speech recognition, the testing of deep …

Multi-category sorting of plastic waste using Swin Transformer: A vision-based approach

Z Wang, L Ye, F Chen, T Zhou, Y Zhao - Journal of Environmental …, 2024 - Elsevier
Sorting out plastic waste (PW) from municipal solid waste (MSW) by material type is crucial
for reutilization and pollution reduction. However, current automatic separation methods are …

Seeing the invisible: test prioritization for object detection system

S Weng, Y Feng, Y Yin, Y Dai, J Liu, Z Zhao - Empirical Software …, 2024 - Springer
Object detection models have been deployed in various safety-critical software systems.
However, an inadequately tested object detection system may exhibit aberrant behavior in …