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Situating the social issues of image generation models in the model life cycle: a sociotechnical approach
16 references·0 citing·49 second hop
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References

  • 2006Using thematic analysis in psychology193,725 cited
  • 2020AI Ethics939 cited
  • 2021Sustainable AI: AI for sustainability and the sustainability of AI934 cited
  • 2022Taxonomy of Risks posed by Language Models750 cited
  • 2021The Atlas of AI740 cited
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  • 2023Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale340 cited
  • 2020The Whiteness of AI278 cited
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  • 2021Toward a Sociology of Artificial Intelligence: A Call for Research on Inequalities and Structural Change234 cited
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  • 2021Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases159 cited
  • 2021Correction to: Excavating AI: the politics of images in machine learning training sets151 cited
  • 2019Facial recognition is the plutonium of AI139 cited
  • 2022AI Ethics, Ethics Washing, and the Need to Politicize Data Ethics122 cited

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2023
Typology of Risks of Generative Text-to-Image Models
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