120 citations · 163 across the 3 of their papers we have counts for
3 papers
cs.AI2024★ 13 cited
Minimum Topology Attacks for Graph Neural Networks
Mengmei Zhang, Xiao Wang, Chuan Shi +3
With the great popularity of Graph Neural Networks (GNNs), their robustness to adversarial topology attacks has received significant attention. Although many attack methods have be…
cs.CV2021★ 120 cited
Identity-Aware CycleGAN for Face Photo-Sketch Synthesis and Recognition
Yuke Fang, Jiani Hu, Weihong Deng
Face photo-sketch synthesis and recognition has many applications in digital entertainment and law enforcement. Recently, generative adversarial networks (GANs) based methods have…
cs.CV2017★ 30 cited
Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation
Binghui Chen, Weihong Deng, Junping Du
Over the past few years, softmax and SGD have become a commonly used component and the default training strategy in CNN frameworks, respectively. However, when optimizing CNNs with…