Title
REVEAL: Multi-turn Evaluation of Image-Input Harms for Vision LLM Madhur Jindal Saurabh Deshpande AAML 45 0 0 07 May 2025
Deconstructing Bias: A Multifaceted Framework for Diagnosing Cultural and Compositional Inequities in Text-to-Image Generative Models Muna Numan Said Aarib Zaidi Rabia Usman Sonia Okon Praneeth Medepalli Kevin Zhu Vasu Sharma Sean O'Brien 22 0 0 05 Apr 2025
Attention IoU: Examining Biases in CelebA using Attention Maps Aaron Serianni Tyler Zhu Olga Russakovsky V. V. Ramaswamy 45 0 0 25 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
How Do Generative Models Draw a Software Engineer? A Case Study on Stable Diffusion Bias Tosin Fadahunsi Giordano dÁloisio A. Marco Federica Sarro DiffM 66 0 0 15 Jan 2025
INFELM: In-depth Fairness Evaluation of Large Text-To-Image Models Di Jin Xing Liu Yu Liu Jia Qing Yap Andrea Wong Adriana Crespo Qi Lin Zhiyuan Yin Qiang Yan Ryan Ye EGVM VLM 153 0 0 10 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 84 2 0 03 Jan 2025
Towards Effective Discrimination Testing for Generative AI Thomas P. Zollo Nikita Rajaneesh Richard Zemel Talia B. Gillis Emily Black 30 1 0 31 Dec 2024
Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs) Leander Girrbach Yiran Huang Stephan Alaniz Trevor Darrell Zeynep Akata VLM 47 2 0 25 Oct 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
Post-hoc Study of Climate Microtargeting on Social Media Ads with LLMs: Thematic Insights and Fairness Evaluation Tunazzina Islam Dan Goldwasser 41 1 0 07 Oct 2024
Is What You Ask For What You Get? Investigating Concept Associations in Text-to-Image Models Salma Abdel Magid Weiwei Pan Simon Warchol Grace Guo Junsik Kim Mahia Rahman Hanspeter Pfister 95 0 0 06 Oct 2024
Disability Representations: Finding Biases in Automatic Image Generation Yannis Tevissen 38 2 0 21 Jun 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 55 4 0 06 Jun 2024
On Fairness of Low-Rank Adaptation of Large Models Zhoujie Ding Ken Ziyu Liu Pura Peetathawatchai Berivan Isik Sanmi Koyejo 48 4 0 27 May 2024
SafetyPrompts: a Systematic Review of Open Datasets for Evaluating and Improving Large Language Model Safety Paul Röttger Fabio Pernisi Bertie Vidgen Dirk Hovy ELM KELM 58 31 0 08 Apr 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
Multilingual Text-to-Image Generation Magnifies Gender Stereotypes and Prompt Engineering May Not Help You Felix Friedrich Katharina Hämmerl P. Schramowski Manuel Brack Jindrich Libovický Kristian Kersting Alexander Fraser EGVM 24 10 0 29 Jan 2024
Not My Voice! A Taxonomy of Ethical and Safety Harms of Speech Generators Wiebke Hutiri Orestis Papakyriakopoulos Alice Xiang 34 15 0 25 Jan 2024
Digital Divides in Scene Recognition: Uncovering Socioeconomic Biases in Deep Learning Systems Michelle R. Greene Mariam Josyula Wentao Si Jennifer A. Hart 45 0 0 23 Jan 2024
Labeling Neural Representations with Inverse Recognition Kirill Bykov Laura Kopf Shinichi Nakajima Marius Kloft Marina M.-C. Höhne BDL 27 15 0 22 Nov 2023
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models Laura Cabello Emanuele Bugliarello Stephanie Brandl Desmond Elliott 23 7 0 26 Oct 2023
Interpretable Diffusion via Information Decomposition Xianghao Kong Ollie Liu Han Li Dani Yogatama Greg Ver Steeg 24 20 0 12 Oct 2023
ITI-GEN: Inclusive Text-to-Image Generation Cheng Zhang Xuanbai Chen Siqi Chai Chen Henry Wu Dmitry Lagun Thabo Beeler Fernando de la Torre VLM 32 52 0 11 Sep 2023
DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity Melissa Hall Candace Ross Adina Williams Nicolas Carion M. Drozdzal Adriana Romero Soriano EGVM 27 5 0 11 Aug 2023
What Should Data Science Education Do with Large Language Models? Xinming Tu James Zou Weijie J. Su Linjun Zhang AI4Ed 39 32 0 06 Jul 2023
AI's Regimes of Representation: A Community-centered Study of Text-to-Image Models in South Asia Rida Qadri Renee Shelby Cynthia L. Bennett Emily Denton 24 67 0 19 May 2023
ChatGPT Perpetuates Gender Bias in Machine Translation and Ignores Non-Gendered Pronouns: Findings across Bengali and Five other Low-Resource Languages Sourojit Ghosh Aylin Caliskan 33 69 0 17 May 2023
One Explanation Does Not Fit XIL Felix Friedrich David Steinmann Kristian Kersting LRM 37 2 0 14 Apr 2023
Uncurated Image-Text Datasets: Shedding Light on Demographic Bias Noa Garcia Yusuke Hirota Yankun Wu Yuta Nakashima EGVM 38 51 0 06 Apr 2023
The political ideology of conversational AI: Converging evidence on ChatGPT's pro-environmental, left-libertarian orientation Jochen Hartmann Jasper Schwenzow Maximilian Witte 22 203 0 05 Jan 2023
Manifestations of Xenophobia in AI Systems Nenad Tomašev J. L. Maynard Iason Gabriel 24 9 0 15 Dec 2022
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
Contrastive Language-Image Pre-training for the Italian Language Federico Bianchi Giuseppe Attanasio Raphael Pisoni Silvia Terragni Gabriele Sarti S. Lakshmi VLM CLIP 31 29 0 19 Aug 2021