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A Large Dataset of Historical Japanese Documents with Complex Layouts


Apr 18, 2020
Zejiang Shen, Kaixuan Zhang, Melissa Dell

* 8 pages, 8 figures, accepted at CVPR2020 Workshop on Text and Documents in the Deep Learning Era 

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Connecting First and Second Order Recurrent Networks with Deterministic Finite Automata


Nov 12, 2019
Qinglong Wang, Kaixuan Zhang, Xue Liu, C. Lee Giles


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Shapley Homology: Topological Analysis of Sample Influence for Neural Networks


Oct 15, 2019
Kaixuan Zhang, Qinglong Wang, Xue Liu, C. Lee Giles


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Verification of Recurrent Neural Networks Through Rule Extraction


Nov 14, 2018
Qinglong Wang, Kaixuan Zhang, Xue Liu, C. Lee Giles


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A Comparison of Rule Extraction for Different Recurrent Neural Network Models and Grammatical Complexity


Jan 16, 2018
Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles


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An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks


Nov 28, 2017
Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles


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Learning Adversary-Resistant Deep Neural Networks


Aug 19, 2017
Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles


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Towards Interrogating Discriminative Machine Learning Models


May 23, 2017
Wenbo Guo, Kaixuan Zhang, Lin Lin, Sui Huang, Xinyu Xing


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Adversary Resistant Deep Neural Networks with an Application to Malware Detection


Apr 27, 2017
Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, C. Lee Giles, Xue Liu


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