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Detecting Bias with Generative Counterfactual Face Attribute Augmentation.

E. Denton, B. Hutchinson, M. Mitchell, and T. Gebru. CoRR, (2019)

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Using Deep Learning and Google Street View to Estimate the Demographic Makeup of the US.T. Gebru, J. Krause, Y. Wang, D. Chen, J. Deng, E. Lieberman, and L. Fei-Fei. CoRR, (2017)Datasheets for Datasets.T. Gebru, J. Morgenstern, B. Vecchione, J. Vaughan, H. Wallach, H. III, and K. Crawford. CoRR, (2018)Lessons from Archives: Strategies for Collecting Sociocultural Data in Machine Learning.E. Jo, and T. Gebru. CoRR, (2019)Scalable Annotation of Fine-Grained Categories Without Experts.T. Gebru, J. Krause, J. Deng, and L. Fei-Fei. CoRR, (2017)Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States.T. Gebru, J. Krause, Y. Wang, D. Chen, J. Deng, E. Aiden, and L. Fei-Fei. Proc. Natl. Acad. Sci. U.S.A., 114 (50): 13108-13113 (2017)Fine-Grained Recognition in the Wild: A Multi-task Domain Adaptation Approach.T. Gebru, J. Hoffman, and L. Fei-Fei. ICCV, page 1358-1367. IEEE Computer Society, (2017)Detecting Bias with Generative Counterfactual Face Attribute Augmentation.E. Denton, B. Hutchinson, M. Mitchell, and T. Gebru. CoRR, (2019)Scalable Annotation of Fine-Grained Categories Without Experts.T. Gebru, J. Krause, J. Deng, and F. Li. CHI, page 1877-1881. ACM, (2017)Model Cards for Model Reporting.M. Mitchell, S. Wu, A. Zaldivar, P. Barnes, L. Vasserman, B. Hutchinson, E. Spitzer, I. Raji, and T. Gebru. FAT, page 220-229. ACM, (2019)Fine-Grained Car Detection for Visual Census Estimation.T. Gebru, J. Krause, Y. Wang, D. Chen, J. Deng, and L. Fei-Fei. AAAI, page 4502-4508. AAAI Press, (2017)

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Detecting Bias with Generative Counterfactual Face Attribute Augmentation.

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copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Detecting Bias with Generative Counterfactual Face Attribute Augmentation.

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Detecting Bias with Generative Counterfactual Face Attribute Augmentation.