Prioritizing Testing Instances to Enhance the Robustness of Object Detection Systems

Author:

Weng Shihao1ORCID,Feng Yang1ORCID,Yin Yining1ORCID,Liu Jia1ORCID

Affiliation:

1. State Key Laboratory for Novel Software Technology, Nanjing University, China

Publisher

ACM

Reference44 articles.

1. 2012. Pascal VOC. http://host.robots.ox.ac.uk/pascal/VOC/. 2012. Pascal VOC. http://host.robots.ox.ac.uk/pascal/VOC/.

2. 2022. Python 3.9.15. https://www.python.org/downloads/release/python-3915/. 2022. Python 3.9.15. https://www.python.org/downloads/release/python-3915/.

3. 2022. Pytorch 1.12.0. https://pytorch.org/get-started/previous-versions/. 2022. Pytorch 1.12.0. https://pytorch.org/get-started/previous-versions/.

4. 2022. Pytorch Faster-RCNN on COCO. https://pytorch.org/vision/stable/models/generated/torchvision.models.detection.fasterrcnn_resnet50_fpn_v2.html. 2022. Pytorch Faster-RCNN on COCO. https://pytorch.org/vision/stable/models/generated/torchvision.models.detection.fasterrcnn_resnet50_fpn_v2.html.

5. 2022. Pytorch SSD on COCO. https://pytorch.org/vision/stable/models/generated/torchvision.models.detection.ssd300_vgg16.html. 2022. Pytorch SSD on COCO. https://pytorch.org/vision/stable/models/generated/torchvision.models.detection.ssd300_vgg16.html.

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1. A Survey on Test Input Selection and Prioritization for Deep Neural Networks;2024 10th International Symposium on System Security, Safety, and Reliability (ISSSR);2024-03-16

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