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Discovering and Explaining the Representation Bottleneck of DNNs

Nov 18, 2021
Huiqi Deng, Qihan Ren, Xu Chen, Hao Zhang, Jie Ren, Quanshi Zhang

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Towards Axiomatic, Hierarchical, and Symbolic Explanation for Deep Models

Nov 11, 2021
Jie Ren, Mingjie Li, Qihan Ren, Huiqi Deng, Quanshi Zhang

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Interpreting Representation Quality of DNNs for 3D Point Cloud Processing

Nov 05, 2021
Wen Shen, Qihan Ren, Dongrui Liu, Quanshi Zhang

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Rotation-Equivariant Neural Networks for Privacy Protection

Jun 21, 2020
Hao Zhang, Yiting Chen, Haotian Ma, Xu Cheng, Qihan Ren, Liyao Xiang, Jie Shi, Quanshi Zhang

* arXiv admin note: text overlap with arXiv:2003.08365 

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