A Stereotype Content Analysis on Color-related Social Bias in Large Vision Language Models

27 May 2025

Papers citing "A Stereotype Content Analysis on Color-related Social Bias in Large Vision Language Models"

22 / 22 papers shown

Title
ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness Yijun Liang Ming Li Chenrui Fan Ziyue Li Dang Nguyen Kwesi Cobbina Shweta Bhardwaj Jiuhai Chen Fuxiao Liu Tianyi Zhou VLM CoGe 90 2 0 10 Apr 2025
When Tom Eats Kimchi: Evaluating Cultural Bias of Multimodal Large Language Models in Cultural Mixture Contexts Jun Seong Kim Kyaw Ye Thu Javad Ismayilzada Junyeong Park Eunsu Kim Huzama Ahmad Na Min An James Thorne Alice Oh 61 1 0 21 Mar 2025
Qwen2.5-VL Technical Report S. Bai Keqin Chen Xuejing Liu Jialin Wang Wenbin Ge ... Zesen Cheng Hang Zhang Zhibo Yang Haiyang Xu Junyang Lin VLM 336 685 0 20 Feb 2025
Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images Shengguang Wu Fan-Yun Sun Kaiyue Wen Nick Haber VLM 132 3 0 19 Feb 2025
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment Lei Li Zhihui Xie Mukai Li Shunian Chen Peiyi Wang L. Chen Yazheng Yang Benyou Wang Dianbo Sui Qiang Liu VLM ALM 82 28 0 12 Oct 2024
Evaluating Fairness in Large Vision-Language Models Across Diverse Demographic Attributes and Prompts Xuyang Wu Yuan Wang Hsin-Tai Wu Zhiqiang Tao Yi Fang VLM 67 10 0 25 Jun 2024
Understanding the Impact of Negative Prompts: When and How Do They Take Effect? Yuanhao Ban Ruochen Wang Tianyi Zhou Minhao Cheng Boqing Gong Cho-Jui Hsieh 85 18 0 05 Jun 2024
Uncovering Bias in Large Vision-Language Models at Scale with Counterfactuals Phillip Howard Kathleen C. Fraser Anahita Bhiwandiwalla S. Kiritchenko 118 13 0 30 May 2024
Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery Guan-Feng Wang Long Bai Wan Jun Nah Jie Wang Zhaoxi Zhang Zhen Chen Jinlin Wu Mobarakol Islam Hongbin Liu Hongliang Ren 96 17 0 22 Mar 2024
A Unified Framework and Dataset for Assessing Societal Bias in Vision-Language Models Ashutosh Sathe Prachi Jain Sunayana Sitaram 83 2 0 21 Feb 2024
Examining Gender and Racial Bias in Large Vision-Language Models Using a Novel Dataset of Parallel Images Kathleen C. Fraser S. Kiritchenko 90 40 0 08 Feb 2024
New Job, New Gender? Measuring the Social Bias in Image Generation Models Wenxuan Wang Haonan Bai Jen-tse Huang Yuxuan Wan Youliang Yuan Haoyi Qiu Nanyun Peng Michael R. Lyu 79 23 0 01 Jan 2024
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 99 24 0 30 Nov 2023
Generative Language Models Exhibit Social Identity Biases Tiancheng Hu Yara Kyrychenko Steve Rathje Nigel Collier S. V. D. Linden Jon Roozenbeek 84 49 0 24 Oct 2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Dustin Podell Zion English Kyle Lacey A. Blattmann Tim Dockhorn Jonas Muller Joe Penna Robin Rombach 247 2,440 0 04 Jul 2023
Gender Biases in Automatic Evaluation Metrics for Image Captioning Haoyi Qiu Zi-Yi Dou Tianlu Wang Asli Celikyilmaz Nanyun Peng EGVM 72 16 0 24 May 2023
Social Biases through the Text-to-Image Generation Lens Ranjita Naik Besmira Nushi 169 125 0 30 Mar 2023
Debiasing Vision-Language Models via Biased Prompts Ching-Yao Chuang Varun Jampani Yuanzhen Li Antonio Torralba Stefanie Jegelka VLM 95 106 0 31 Jan 2023
Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model Kathleen C. Fraser I. Nejadgholi S. Kiritchenko 56 40 0 04 Jun 2021
Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks Jayendra Kantipudi S. Dubey Soumendu Chakraborty AAML 71 21 0 20 Dec 2020
StereoSet: Measuring stereotypical bias in pretrained language models Moin Nadeem Anna Bethke Siva Reddy 101 1,014 0 20 Apr 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,301 0 27 Aug 2019