T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation

1 June 2023

Papers citing "T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation"

26 / 26 papers shown

Title
Implicit Bias Injection Attacks against Text-to-Image Diffusion Models Huayang Huang Xiangye Jin Jiaxu Miao Yu Wu 33 0 0 02 Apr 2025
BiasConnect: Investigating Bias Interactions in Text-to-Image Models Pushkar Shukla Aditya Chinchure Emily Diana A. Tolbert K. Hosanagar Vineeth N. Balasubramanian Leonid Sigal Matthew A. Turk 51 0 0 12 Mar 2025
FairT2I: Mitigating Social Bias in Text-to-Image Generation via Large Language Model-Assisted Detection and Attribute Rebalancing Jinya Sakurai Issei Sato 76 0 0 06 Feb 2025
FairSkin: Fair Diffusion for Skin Disease Image Generation Ruichen Zhang Yuguang Yao Zhen Tan ZeLin Li Pan Wang Huan Liu Jingtong Hu Sijia Liu Tianlong Chen MedIm 25 0 0 29 Oct 2024
Bias Begets Bias: The Impact of Biased Embeddings on Diffusion Models Sahil Kuchlous Marvin Li Jeffrey G. Wang 36 0 0 15 Sep 2024
Fairness and Bias Mitigation in Computer Vision: A Survey Sepehr Dehdashtian Ruozhen He Yi Li Guha Balakrishnan Nuno Vasconcelos Vicente Ordonez Vishnu Naresh Boddeti 40 4 0 05 Aug 2024
Analyzing Quality, Bias, and Performance in Text-to-Image Generative Models Nila Masrourisaadat Nazanin Sedaghatkish Fatemeh Sarshartehrani Edward A. Fox 37 6 0 28 Jun 2024
AITTI: Learning Adaptive Inclusive Token for Text-to-Image Generation Xinyu Hou Xiaoming Li Chen Change Loy DiffM 43 0 0 18 Jun 2024
Would Deep Generative Models Amplify Bias in Future Models? Tianwei Chen Yusuke Hirota Mayu Otani Noa Garcia Yuta Nakashima 45 12 0 04 Apr 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 47 27 0 01 Apr 2024
FoolSDEdit: Deceptively Steering Your Edits Towards Targeted Attribute-aware Distribution Qi Zhou Donghai Hong Tianlin Li Zhihong Xu Yang Liu Kui Ren Wenhai Wang Qing-Wu Guo AAML DiffM 21 2 0 06 Feb 2024
Harm Amplification in Text-to-Image Models Susan Hao Renee Shelby Yuchi Liu Hansa Srinivasan Mukul Bhutani Burcu Karagol Ayan Ryan Poplin Shivani Poddar Sarah Laszlo 39 7 0 01 Feb 2024
AI-generated faces influence gender stereotypes and racial homogenization Nouar Aldahoul Talal Rahwan Yasir Zaki 29 2 0 01 Feb 2024
Exploring Social Bias in Downstream Applications of Text-to-Image Foundation Models Adhithya Saravanan Rafal Kocielnik Roy Jiang P. Han A. Anandkumar 27 7 0 05 Dec 2023
Stable Diffusion Exposed: Gender Bias from Prompt to Image Yankun Wu Yuta Nakashima Noa Garcia 28 16 0 05 Dec 2023
TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models Aditya Chinchure Pushkar Shukla Gaurav Bhatt Kiri Salij K. Hosanagar Leonid Sigal Matthew A. Turk 21 22 0 03 Dec 2023
SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples Phillip Howard Avinash Madasu Tiep Le Gustavo Lujan Moreno Anahita Bhiwandiwalla Vasudev Lal 55 16 0 30 Nov 2023
Unmasking and Improving Data Credibility: A Study with Datasets for Training Harmless Language Models Zhaowei Zhu Jialu Wang Hao Cheng Yang Liu 29 15 0 19 Nov 2023
Finetuning Text-to-Image Diffusion Models for Fairness Xudong Shen Chao Du Tianyu Pang Min-Bin Lin Yongkang Wong Mohan S. Kankanhalli 26 50 0 11 Nov 2023
'Person' == Light-skinned, Western Man, and Sexualization of Women of Color: Stereotypes in Stable Diffusion Sourojit Ghosh Aylin Caliskan 49 29 0 30 Oct 2023
The Bias Amplification Paradox in Text-to-Image Generation P. Seshadri Sameer Singh Yanai Elazar DiffM 24 39 0 01 Aug 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 519 0 02 Jan 2023
Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis Lukas Struppek Dominik Hintersdorf Felix Friedrich Manuel Brack P. Schramowski Kristian Kersting 76 26 0 19 Sep 2022
The Rich Get Richer: Disparate Impact of Semi-Supervised Learning Zhaowei Zhu Tianyi Luo Yang Liu 150 39 0 12 Oct 2021
Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search Jialu Wang Yang Liu Qing Guo FaML 157 95 0 12 Sep 2021
Improving the Fairness of Deep Generative Models without Retraining Shuhan Tan Yujun Shen Bolei Zhou 183 59 0 09 Dec 2020