2 papers
cs.CV2023
An Ensemble Model for Distorted Images in Real Scenarios
Boyuan Ji, Jianchang Huang, Wenzhuo Huang +1
Image acquisition conditions and environments can significantly affect high-level tasks in computer vision, and the performance of most computer vision algorithms will be limited w…
cs.CV2022
Towards the Desirable Decision Boundary by Moderate-Margin Adversarial Training
Xiaoyu Liang, Yaguan Qian, Jianchang Huang +4
Adversarial training, as one of the most effective defense methods against adversarial attacks, tends to learn an inclusive decision boundary to increase the robustness of deep lea…