1 code implementation • 13 Feb 2023 • Xuxiang Sun, Gong Cheng, Lei Pei, Hongda Li, Junwei Han
Advanced Patch Attacks (PAs) on object detection in natural images have pointed out the great safety vulnerability in methods based on deep neural networks.
1 code implementation • CVPR 2022 • Xuxiang Sun, Gong Cheng, Hongda Li, Lei Pei, Junwei Han
Finally, in accordance with the in-depth observations for the methods based on proxy data, we argue that leveraging the proxy data is still an effective way for surrogate training.
no code implementations • 27 Sep 2018 • Mhafuzul Islam, Mahsrur Chowdhury, Hongda Li, Hongxin Hu
Vision-based navigation of autonomous vehicles primarily depends on the Deep Neural Network (DNN) based systems in which the controller obtains input from sensors/detectors, such as cameras and produces a vehicle control output, such as a steering wheel angle to navigate the vehicle safely in a roadway traffic environment.