Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)

Authors: Been Kim, Martin Wattenberg, Justin Gilmer, Carrie Cai, James Wexler, Fernanda Viegas, Rory Sayres | Published: 2017-11-30 | Updated: 2018-06-07
2017.11.30 2025.04.03
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AttGAN: Facial Attribute Editing by Only Changing What You Want

Authors: Zhenliang He, Wangmeng Zuo, Meina Kan, Shiguang Shan, Xilin Chen | Published: 2017-11-29 | Updated: 2018-07-25
2017.11.29 2025.04.03
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No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Authors: Shreya Shankar, Yoni Halpern, Eric Breck, James Atwood, Jimbo Wilson, D. Sculley | Published: 2017-11-22
2017.11.22 2025.04.03
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Adversarial Phenomenon in the Eyes of Bayesian Deep Learning

Authors: Ambrish Rawat, Martin Wistuba, Maria-Irina Nicolae | Published: 2017-11-22
2017.11.22 2025.04.03
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Generative Adversarial Positive-Unlabelled Learning

Authors: Ming Hou, Brahim Chaib-draa, Chao Li, Qibin Zhao | Published: 2017-11-21 | Updated: 2018-04-04
2017.11.21 2025.04.03
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AndroVault: Constructing Knowledge Graph from Millions of Android Apps for Automated Analysis

Authors: Guozhu Meng, Yinxing Xue, Jing Kai Siow, Ting Su, Annamalai Narayanan, Yang Liu | Published: 2017-11-20 | Updated: 2017-11-21
2017.11.20 2025.04.03
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Evaluating Robustness of Neural Networks with Mixed Integer Programming

Authors: Vincent Tjeng, Kai Xiao, Russ Tedrake | Published: 2017-11-20 | Updated: 2019-02-18
2017.11.20 2025.04.03
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Model Extraction Warning in MLaaS Paradigm

Authors: Manish Kesarwani, Bhaskar Mukhoty, Vijay Arya, Sameep Mehta | Published: 2017-11-20
2017.11.20 2025.04.03
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Hardening Quantum Machine Learning Against Adversaries

Authors: Nathan Wiebe, Ram Shankar Siva Kumar | Published: 2017-11-17
2017.11.17 2025.04.03
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Enhanced Attacks on Defensively Distilled Deep Neural Networks

Authors: Yujia Liu, Weiming Zhang, Shaohua Li, Nenghai Yu | Published: 2017-11-16
2017.11.16 2025.04.03
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