60 citations · 72 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 12 cited
Interpretability is a Kind of Safety: An Interpreter-based Ensemble for Adversary Defense
Jingyuan Wang, Yufan Wu, Mingxuan Li +3
While having achieved great success in rich real-life applications, deep neural network (DNN) models have long been criticized for their vulnerability to adversarial attacks. Treme…
cs.CV2020★ 60 cited
ConvTransformer: A Convolutional Transformer Network for Video Frame Synthesis
Zhouyong Liu, Shun Luo, Wubin Li +5
Deep Convolutional Neural Networks (CNNs) are powerful models that have achieved excellent performance on difficult computer vision tasks. Although CNNs perform well whenever large…
cs.CV2020
Are L2 adversarial examples intrinsically different?
Mingxuan Li, Jingyuan Wang, Yufan Wu
Deep Neural Network (DDN) has achieved notable success in various tasks, including many security concerning scenarios. However, a considerable amount of work has proved its vulnera…