A Friendly Face: Do Text-to-Image Systems Rely on Stereotypes when the Input is Under-Specified?

14 February 2023

Papers citing "A Friendly Face: Do Text-to-Image Systems Rely on Stereotypes when the Input is Under-Specified?"

24 / 24 papers shown

Title
Do Existing Testing Tools Really Uncover Gender Bias in Text-to-Image Models? Yunbo Lyu Zhou Yang Yuqing Niu Jing Jiang David Lo 32 1 0 28 Jan 2025
Implicit Priors Editing in Stable Diffusion via Targeted Token Adjustment Feng He Chao Zhang Zhixue Zhao 69 0 0 04 Dec 2024
Explainable Search and Discovery of Visual Cultural Heritage Collections with Multimodal Large Language Models T. Arnold L. Tilton 32 0 0 07 Nov 2024
Image-Perfect Imperfections: Safety, Bias, and Authenticity in the Shadow of Text-To-Image Model Evolution Yixin Wu Yun Shen Michael Backes Yang Zhang 18 1 0 30 Aug 2024
Social perception of faces in a vision-language model C. I. Hausladen Manuel Knott Colin F. Camerer Pietro Perona CVBM VLM 33 2 0 26 Aug 2024
BiasDora: Exploring Hidden Biased Associations in Vision-Language Models Chahat Raj A. Mukherjee Aylin Caliskan Antonios Anastasopoulos Ziwei Zhu VLM 32 4 0 02 Jul 2024
UnsafeBench: Benchmarking Image Safety Classifiers on Real-World and AI-Generated Images Y. Qu Xinyue Shen Yixin Wu Michael Backes Savvas Zannettou Yang Zhang EGVM 32 9 0 06 May 2024
Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation Yixin Wan Arjun Subramonian Anaelia Ovalle Zongyu Lin Ashima Suvarna Christina Chance Hritik Bansal Rebecca Pattichis Kai-Wei Chang EGVM 36 26 0 01 Apr 2024
A Unified Framework and Dataset for Assessing Societal Bias in Vision-Language Models Ashutosh Sathe Prachi Jain Sunayana Sitaram 45 1 0 21 Feb 2024
The Male CEO and the Female Assistant: Gender Biases in Text-To-Image Generation of Dual Subjects Yixin Wan Kai-Wei Chang 11 0 0 16 Feb 2024
Mapping the Ethics of Generative AI: A Comprehensive Scoping Review Thilo Hagendorff 16 35 0 13 Feb 2024
Fair Text-to-Image Diffusion via Fair Mapping Jia Li Lijie Hu Jingfeng Zhang Tianhang Zheng Hua Zhang Di Wang 28 12 0 29 Nov 2023
'Person' == Light-skinned, Western Man, and Sexualization of Women of Color: Stereotypes in Stable Diffusion Sourojit Ghosh Aylin Caliskan 38 29 0 30 Oct 2023
Survey of Social Bias in Vision-Language Models Nayeon Lee Yejin Bang Holy Lovenia Samuel Cahyawijaya Wenliang Dai Pascale Fung VLM 25 16 0 24 Sep 2023
Unified Concept Editing in Diffusion Models Rohit Gandikota Hadas Orgad Yonatan Belinkov Joanna Materzyñska David Bau DiffM 30 160 0 25 Aug 2023
The Bias Amplification Paradox in Text-to-Image Generation P. Seshadri Sameer Singh Yanai Elazar DiffM 11 39 0 01 Aug 2023
Analysing Gender Bias in Text-to-Image Models using Object Detection Harvey Mannering 18 10 0 16 Jul 2023
ReFACT: Updating Text-to-Image Models by Editing the Text Encoder Dana Arad Hadas Orgad Yonatan Belinkov KELM 26 18 0 01 Jun 2023
Inspecting the Geographical Representativeness of Images from Text-to-Image Models Aparna Basu R. Venkatesh Babu Danish Pruthi DiffM 17 39 0 18 May 2023
Editing Implicit Assumptions in Text-to-Image Diffusion Models Hadas Orgad Bahjat Kawar Yonatan Belinkov DiffM 16 84 0 14 Mar 2023
Auditing Gender Presentation Differences in Text-to-Image Models Yanzhe Zhang Lu Jiang Greg Turk Diyi Yang EGVM 11 23 0 07 Feb 2023
Underspecification in Scene Description-to-Depiction Tasks Ben Hutchinson Jason Baldridge Vinodkumar Prabhakaran DiffM 53 32 0 11 Oct 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
Diversity and Inclusion Metrics in Subset Selection Margaret Mitchell Dylan K. Baker Nyalleng Moorosi Emily L. Denton Ben Hutchinson A. Hanna Timnit Gebru Jamie Morgenstern FaML 142 84 0 09 Feb 2020