Social Biases through the Text-to-Image Generation Lens

30 March 2023

Papers citing "Social Biases through the Text-to-Image Generation Lens"

14 / 14 papers shown

Title
CRAFT: Cultural Russian-Oriented Dataset Adaptation for Focused Text-to-Image Generation Viacheslav Vasilev V. Arkhipkin Julia Agafonova Tatiana Nikulina Evelina Mironova Alisa Shichanina Nikolai Gerasimenko Mikhail Shoytov Denis Dimitrov 46 0 0 07 May 2025
Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Will Hawkins Chris Russell Brent Mittelstadt DiffM 108 0 0 06 May 2025
FairT2I: Mitigating Social Bias in Text-to-Image Generation via Large Language Model-Assisted Detection and Attribute Rebalancing Jinya Sakurai Issei Sato 74 0 0 06 Feb 2025
Do Existing Testing Tools Really Uncover Gender Bias in Text-to-Image Models? Yunbo Lyu Zhou Yang Yuqing Niu Jing Jiang David Lo 37 1 0 28 Jan 2025
How Do Generative Models Draw a Software Engineer? A Case Study on Stable Diffusion Bias Tosin Fadahunsi Giordano dÁloisio A. Marco Federica Sarro DiffM 63 0 0 15 Jan 2025
Ethical-Lens: Curbing Malicious Usages of Open-Source Text-to-Image Models Yuzhu Cai Sheng Yin Yuxi Wei Chenxin Xu Weibo Mao Felix Juefei Xu Siheng Chen Yanfeng Wang EGVM 79 2 0 03 Jan 2025
AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea Qifan Yu Wei Chow Zhongqi Yue Kaihang Pan Yang Wu Xiaoyang Wan Juncheng Billy Li Siliang Tang H. Zhang Yueting Zhuang DiffM 100 15 0 24 Nov 2024
One VLM to Keep it Learning: Generation and Balancing for Data-free Continual Visual Question Answering Deepayan Das Davide Talon Massimiliano Mancini Yiming Wang Elisa Ricci 39 0 0 04 Nov 2024
Organizing Unstructured Image Collections using Natural Language Mingxuan Liu Zhun Zhong Jun Li Gianni Franchi Subhankar Roy Elisa Ricci VLM 39 3 0 07 Oct 2024
Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance Reyhane Askari Hemmat Melissa Hall Alicia Sun Candace Ross M. Drozdzal Adriana Romero Soriano 41 4 0 06 Jun 2024
Debiasing Text-to-Image Diffusion Models Ruifei He Chuhui Xue Haoru Tan Wenqing Zhang Yingchen Yu Song Bai Xiaojuan Qi 29 4 0 22 Feb 2024
Adversarial Nibbler: An Open Red-Teaming Method for Identifying Diverse Harms in Text-to-Image Generation Jessica Quaye Alicia Parrish Oana Inel Charvi Rastogi Hannah Rose Kirk ... Nathan Clement Rafael Mosquera Juan Ciro Vijay Janapa Reddi Lora Aroyo 31 7 0 14 Feb 2024
Prompt Expansion for Adaptive Text-to-Image Generation Siddhartha Datta Alexander Ku Deepak Ramachandran Peter Anderson DiffM 31 9 0 27 Dec 2023
DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models Jaemin Cho Abhaysinh Zala Mohit Bansal ViT 139 170 0 08 Feb 2022