26 citations · 51 across the 6 of their papers we have counts for
Showing 2019 · cs.CVShow all
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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…
cs.CV2019★ 1 cited
Quaternion Convolutional Neural Networks
Xuanyu Zhu, Yi Xu, Hongteng Xu +1
Neural networks in the real domain have been studied for a long time and achieved promising results in many vision tasks for recent years. However, the extensions of the neural net…