Aishan Liu

Perceptual-Sensitive GAN for Generating Adversarial Patches

Aishan Liu, Xianglong Liu, Jiaxin Fan et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 271 citations · Full text

Deep Neural Networks, Image Analysis, Machine Learning +11

Dual Attention Suppression Attack: Generate Adversarial Camouflage in Physical World

Jiakai Wang, Aishan Liu, Zixin Yin et al. · 2021 · 182 citations

Cognitive Science, Machine Vision, Machine Learning +13

Training Robust Deep Neural Networks via Adversarial Noise Propagation

Aishan Liu, Xianglong Liu, Hang Yu et al. · IEEE Transactions on Image Processing · 2021 · 101 citations

Interpreting and Improving Adversarial Robustness of Deep Neural Networks With Neuron Sensitivity

Chongzhi Zhang, Aishan Liu, Xianglong Liu et al. · IEEE Transactions on Image Processing · 2020 · 96 citations · Full text

Coarse-to-Fine Image Inpainting via Region-wise Convolutions and Non-Local Correlation

Yuqing Ma, Xianglong Liu, Shihao Bai et al. · 2019 · 61 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Machine Vision +15