Beyond the ML Model: Applying Safety Engineering Frameworks to Text-to-Image Development

Author:

Rismani Shalaleh1ORCID,Shelby Renee2ORCID,Smart Andrew2ORCID,Delos Santos Renelito2ORCID,Moon AJung1ORCID,Rostamzadeh Negar3ORCID

Affiliation:

1. McGill University, Canada

2. Google Research, USA

3. Google Research, Canada

Publisher

ACM

Reference80 articles.

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2. The promise of large language models in health care

3. Pesala Bandara. 2022. New Tool Allows Users to See Bias in AI Image Generators. https://petapixel.com/2022/11/09/new-tool-allows-users-to-see-bias-in-ai-image-generators/. Accessed: 2023-1-28.

4. Algorithmic injustice: a relational ethics approach;Birhane Abeba;Patterns (N Y),2021

5. Abeba Birhane, Vinay Uday Prabhu, and Emmanuel Kahembwe. 2021. Multimodal datasets: misogyny, pornography, and malignant stereotypes. (Oct. 2021). arxiv:2110.01963 [cs.CY]

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1. Generative AI in Creative Practice: ML-Artist Folk Theories of T2I Use, Harm, and Harm-Reduction;Proceedings of the CHI Conference on Human Factors in Computing Systems;2024-05-11

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