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Emily Denton

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SoUnD Framework: Analyzing (So)cial Representation in (Un)structured (D)ata

Dec 01, 2023
Mark Díaz, Sunipa Dev, Emily Reif, Emily Denton, Vinodkumar Prabhakaran

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AI's Regimes of Representation: A Community-centered Study of Text-to-Image Models in South Asia

May 19, 2023
Rida Qadri, Renee Shelby, Cynthia L. Bennett, Emily Denton

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City-Wide Perceptions of Neighbourhood Quality using Street View Images

Nov 24, 2022
Emily Muller, Emily Gemmell, Ishmam Choudhury, Ricky Nathvani, Antje Barbara Metzler, James Bennett, Emily Denton, Seth Flaxman, Majid Ezzati

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CrowdWorkSheets: Accounting for Individual and Collective Identities Underlying Crowdsourced Dataset Annotation

Jun 09, 2022
Mark Diaz, Ian D. Kivlichan, Rachel Rosen, Dylan K. Baker, Razvan Amironesei, Vinodkumar Prabhakaran, Emily Denton

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Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

May 23, 2022
Chitwan Saharia, William Chan, Saurabh Saxena, Lala Li, Jay Whang, Emily Denton, Seyed Kamyar Seyed Ghasemipour, Burcu Karagol Ayan, S. Sara Mahdavi, Rapha Gontijo Lopes, Tim Salimans, Jonathan Ho, David J Fleet, Mohammad Norouzi

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Whose Ground Truth? Accounting for Individual and Collective Identities Underlying Dataset Annotation

Dec 08, 2021
Emily Denton, Mark Díaz, Ian Kivlichan, Vinodkumar Prabhakaran, Rachel Rosen

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Ethics and Creativity in Computer Vision

Dec 06, 2021
Negar Rostamzadeh, Emily Denton, Linda Petrini

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Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research

Dec 03, 2021
Bernard Koch, Emily Denton, Alex Hanna, Jacob G. Foster

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AI and the Everything in the Whole Wide World Benchmark

Nov 26, 2021
Inioluwa Deborah Raji, Emily M. Bender, Amandalynne Paullada, Emily Denton, Alex Hanna

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Do Datasets Have Politics? Disciplinary Values in Computer Vision Dataset Development

Aug 09, 2021
Morgan Klaus Scheuerman, Emily Denton, Alex Hanna

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