ViSAGe: A Global-Scale Analysis of Visual Stereotypes in Text-to-Image Generation

12 January 2024

Papers citing "ViSAGe: A Global-Scale Analysis of Visual Stereotypes in Text-to-Image Generation"

7 / 7 papers shown

Title
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art Chen Cecilia Liu Iryna Gurevych Anna Korhonen 82 6 0 06 Jun 2024
'Person' == Light-skinned, Western Man, and Sexualization of Women of Color: Stereotypes in Stable Diffusion Sourojit Ghosh Aylin Caliskan 62 31 0 30 Oct 2023
Consensus and Subjectivity of Skin Tone Annotation for ML Fairness Candice Schumann Gbolahan O. Olanubi Auriel Wright Ellis P. Monk Courtney Heldreth Susanna Ricco 40 22 0 16 May 2023
Social Biases through the Text-to-Image Generation Lens Ranjita Naik Besmira Nushi 126 116 0 30 Mar 2023
Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale Federico Bianchi Pratyusha Kalluri Esin Durmus Faisal Ladhak Myra Cheng Debora Nozza Tatsunori Hashimoto Dan Jurafsky James Zou Aylin Caliskan DiffM VLM 60 298 0 07 Nov 2022
On Releasing Annotator-Level Labels and Information in Datasets Vinodkumar Prabhakaran Aida Mostafazadeh Davani Mark Díaz 53 147 0 12 Oct 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 327 4,873 0 24 Feb 2021