no code implementations • 23 May 2023 • Chengyin Hu, Weiwen Shi, Chao Li, Jialiang Sun, Donghua Wang, Junqi Wu, Guijian Tang
Deep neural networks (DNNs) have made remarkable strides in various computer vision tasks, including image classification, segmentation, and object detection.
no code implementations • 28 Sep 2022 • Donghua Wang, Wen Yao, Tingsong Jiang, Guijian Tang, Xiaoqian Chen
Then, we discuss the existing physical attacks and focus on the technique for improving the robustness of physical attacks under complex physical environmental conditions.
1 code implementation • 22 Jul 2021 • Wen Yao, Xiaohu Zheng, Jun Zhang, Ning Wang, Guijian Tang
Based on the adaptive aPC, a semi-supervised deep adaptive arbitrary polynomial chaos expansion (Deep aPCE) method is proposed to reduce the training data cost and improve the surrogate model accuracy.