TIBET: Identifying and Evaluating Biases in Text-to-Image Generative
Models

TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models

3 December 2023

Aditya Chinchure

Matthew A. Turk

Papers citing "TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models"

9 / 9 papers shown

Title
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
Identifying Implicit Social Biases in Vision-Language Models Kimia Hamidieh Haoran Zhang Walter Gerych Thomas Hartvigsen Marzyeh Ghassemi VLM 28 11 0 01 Nov 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 84 0 0 06 Oct 2024
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning Jun Chen Deyao Zhu Xiaoqian Shen Xiang Li Zechun Liu Pengchuan Zhang Raghuraman Krishnamoorthi Vikas Chandra Yunyang Xiong Mohamed Elhoseiny MLLM 154 280 0 14 Oct 2023
Fairness in AI Systems: Mitigating gender bias from language-vision models Lavisha Aggarwal Shruti Bhargava 19 4 0 03 May 2023
Gender and Racial Bias in Visual Question Answering Datasets Yusuke Hirota Yuta Nakashima Noa Garcia FaML 119 46 0 17 May 2022
DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models Jaemin Cho Abhaysinh Zala Mohit Bansal ViT 132 167 0 08 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Mitigating Language-Dependent Ethnic Bias in BERT Jaimeen Ahn Alice H. Oh 122 90 0 13 Sep 2021