Papers by Sourojit Ghosh
‘Person’ == Light-skinned, Western Man, and Sexualization of Women of Color: Stereotypes in Stable Diffusion (2023.findings-emnlp)
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| Challenge: | Using CLIP-cosine similarity for zero-shot classification of images, we chronicle results from 136 prompts (50 results/prompt) of front-facing images of faces from 6 different continents, 27 countries and 3 genders. |
| Approach: | They use CLIP-cosine similarity for zero-shot classification of images generated by CLIP based Stable Diffusion v2.1 verified by manual examination to determine what gender and nationality/continental identity is assigned to ‘a person’. |
| Outcome: | The results show that the image generator Stable Diffusion displays gender and nationality/continental identity in the absence of such information. |