Using Feature Alignment Can Improve Clean Average Precision and Adversarial Robustness in Object Detection

Weipeng Xu, Hongcheng Huang, Shaoyou Pan

The 2D object detection in clean images has been a well studied topic, but its vulnerability against adversarial attack is still worrying. Existing work has improved robustness of…