3 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 2 cited
Dominant Patterns: Critical Features Hidden in Deep Neural Networks
Zhixing Ye, Shaofei Qin, Sizhe Chen +1
In this paper, we find the existence of critical features hidden in Deep NeuralNetworks (DNNs), which are imperceptible but can actually dominate the outputof DNNs. We call these f…
cs.CV2019★ 3 cited
Quaternion Product Units for Deep Learning on 3D Rotation Groups
Xuan Zhang, Shaofei Qin, Yi Xu +1
We propose a novel quaternion product unit (QPU) to represent data on 3D rotation groups. The QPU leverages quaternion algebra and the law of 3D rotation group, representing 3D rot…