Search Results for author: Shaofei Qin

Found 2 papers, 1 papers with code

Dominant Patterns: Critical Features Hidden in Deep Neural Networks

no code implementations31 May 2021 Zhixing Ye, Shaofei Qin, Sizhe Chen, Xiaolin Huang

As the name suggests, for a natural image, if we add the dominant pattern of a DNN to it, the output of this DNN is determined by the dominant pattern instead of the original image, i. e., DNN's prediction is the same with the dominant pattern's.

Quaternion Product Units for Deep Learning on 3D Rotation Groups

1 code implementation CVPR 2020 Xuan Zhang, Shaofei Qin, Yi Xu, Hongteng Xu

We propose a novel quaternion product unit (QPU) to represent data on 3D rotation groups.

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