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Quanshi Zhang

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Interpretable CNNs

Jan 08, 2019
Quanshi Zhang, Ying Nian Wu, Song-Chun Zhu

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Explaining AlphaGo: Interpreting Contextual Effects in Neural Networks

Jan 08, 2019
Zenan Ling, Haotian Ma, Yu Yang, Robert C. Qiu, Song-Chun Zhu, Quanshi Zhang

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Explanatory Graphs for CNNs

Dec 18, 2018
Quanshi Zhang, Xin Wang, Ruiming Cao, Ying Nian Wu, Feng Shi, Song-Chun Zhu

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Mining Interpretable AOG Representations from Convolutional Networks via Active Question Answering

Dec 18, 2018
Quanshi Zhang, Ruiming Cao, Ying Nian Wu, Song-Chun Zhu

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Explaining Neural Networks Semantically and Quantitatively

Dec 18, 2018
Runjin Chen, Hao Chen, Ge Huang, Jie Ren, Quanshi Zhang

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Mining a Deep And-OR Object Semantics from Web Images via Cost-Sensitive Question-Answer-Based Active Annotations

Oct 02, 2018
Quanshi Zhang, Ying Nian Wu, Hao Zhang, Song-Chun Zhu

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Unsupervised Learning of Neural Networks to Explain Neural Networks

May 18, 2018
Quanshi Zhang, Yu Yang, Yuchen Liu, Ying Nian Wu, Song-Chun Zhu

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Network Transplanting

Apr 26, 2018
Quanshi Zhang, Yu Yang, Ying Nian Wu, Song-Chun Zhu

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Interpretable Convolutional Neural Networks

Feb 14, 2018
Quanshi Zhang, Ying Nian Wu, Song-Chun Zhu

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Visual Interpretability for Deep Learning: a Survey

Feb 07, 2018
Quanshi Zhang, Song-Chun Zhu

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