Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Game-Theoretic Interactions of Different Orders

Oct 28, 2020
Hao Zhang, Xu Cheng, Yiting Chen, Quanshi Zhang


  Access Paper or Ask Questions

Interpreting Multivariate Interactions in DNNs

Oct 15, 2020
Hao Zhang, Yichen Xie, Longjie Zheng, Die Zhang, Quanshi Zhang


  Access Paper or Ask Questions

Interpreting and Boosting Dropout from a Game-Theoretic View

Oct 10, 2020
Hao Zhang, Sen Li, Yinchao Ma, Mingjie Li, Yichen Xie, Quanshi Zhang


  Access Paper or Ask Questions

A Unified Approach to Interpreting and Boosting Adversarial Transferability

Oct 08, 2020
Xin Wang, Jie Ren, Shuyun Lin, Xiangming Zhu, Yisen Wang, Quanshi Zhang


  Access Paper or Ask Questions

Achieving Adversarial Robustness via Sparsity

Sep 11, 2020
Shufan Wang, Ningyi Liao, Liyao Xiang, Nanyang Ye, Quanshi Zhang


  Access Paper or Ask Questions

Interpreting Hierarchical Linguistic Interactions in DNNs

Jun 29, 2020
Die Zhang, Huilin Zhou, Xiaoyi Bao, Da Huo, Ruizhao Chen, Xu Cheng, Hao Zhang, Mengyue Wu, Quanshi Zhang


  Access Paper or Ask Questions

Interpreting and Disentangling Feature Components of Various Complexity from DNNs

Jun 29, 2020
Jie Ren, Mingjie Li, Zexu Liu, Quanshi Zhang


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Deep Quaternion Features for Privacy Protection

Mar 18, 2020
Hao Zhang, Yiting Chen, Liyao Xiang, Haotian Ma, Jie Shi, Quanshi Zhang


  Access Paper or Ask Questions

Explaining Knowledge Distillation by Quantifying the Knowledge

Mar 07, 2020
Xu Cheng, Zhefan Rao, Yilan Chen, Quanshi Zhang


  Access Paper or Ask Questions

Preventing Information Leakage with Neural Architecture Search

Dec 18, 2019
Shuang Zhang, Liyao Xiang, Congcong Li, Yixuan Wang, Zeyu Liu, Quanshi Zhang, Bo Li

* 14 pages, 6 figures, submitted to Mobihoc 2020 and is under review 

  Access Paper or Ask Questions

Utility Analysis of Network Architectures for 3D Point Cloud Processing

Nov 20, 2019
Shikun Huang, Binbin Zhang, Wen Shen, Zhihua Wei, Quanshi Zhang


  Access Paper or Ask Questions

3D-Rotation-Equivariant Quaternion Neural Networks

Nov 20, 2019
Binbin Zhang, Wen Shen, Shikun Huang, Zhihua Wei, Quanshi Zhang


  Access Paper or Ask Questions

Towards a Unified Evaluation of Explanation Methods without Ground Truth

Nov 20, 2019
Hao Zhang, Jiayi Chen, Haotian Xue, Quanshi Zhang


  Access Paper or Ask Questions

Knowledge Isomorphism between Neural Networks

Aug 05, 2019
Ruofan Liang, Tianlin Li, Longfei Li, Quanshi Zhang


  Access Paper or Ask Questions

Quantifying Layerwise Information Discarding of Neural Networks

Jun 10, 2019
Haotian Ma, Yinqing Zhang, Fan Zhou, Quanshi Zhang


  Access Paper or Ask Questions

Complex-Valued Neural Networks for Privacy Protection

Jan 28, 2019
Liyao Xiang, Haotian Ma, Hao Zhang, Yifan Zhang, Quanshi Zhang


  Access Paper or Ask Questions

Proceedings of AAAI 2019 Workshop on Network Interpretability for Deep Learning

Jan 25, 2019
Quanshi Zhang, Lixin Fan, Bolei Zhou


  Access Paper or Ask Questions

Unsupervised Learning of Neural Networks to Explain Neural Networks (extended abstract)

Jan 21, 2019
Quanshi Zhang, Yu Yang, Ying Nian Wu

* In AAAI-19 Workshop on Network Interpretability for Deep Learning. arXiv admin note: substantial text overlap with arXiv:1805.07468 

  Access Paper or Ask Questions

Network Transplanting (extended abstract)

Jan 21, 2019
Quanshi Zhang, Yu Yang, Qian Yu, Ying Nian Wu

* In AAAI-19 Workshop on Network Interpretability for Deep Learning. arXiv admin note: substantial text overlap with arXiv:1804.10272 

  Access Paper or Ask Questions

Interpretable CNNs

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Explanatory Graphs for CNNs

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

* arXiv admin note: substantial text overlap with arXiv:1708.01785 

  Access Paper or Ask Questions

Mining Interpretable AOG Representations from Convolutional Networks via Active Question Answering

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

* arXiv admin note: text overlap with arXiv:1704.03173 

  Access Paper or Ask Questions

Explaining Neural Networks Semantically and Quantitatively

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Unsupervised Learning of Neural Networks to Explain Neural Networks

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


  Access Paper or Ask Questions

Network Transplanting

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


  Access Paper or Ask Questions