Mitigating stereotypical biases in text to image generative systems

Mitigating stereotypical biases in text to image generative systems

10 October 2023

Parmida Atighehchian

Anastasis Germanidis

Deepti Ghadiyaram

Papers citing "Mitigating stereotypical biases in text to image generative systems"

13 / 13 papers shown

Title
A Large Scale Analysis of Gender Biases in Text-to-Image Generative Models Leander Girrbach Stephan Alaniz Genevieve Smith Zeynep Akata 40 0 0 30 Mar 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 45 0 0 12 Mar 2025
Do Existing Testing Tools Really Uncover Gender Bias in Text-to-Image Models? Yunbo Lyu Zhou Yang Yuqing Niu Jing Jiang David Lo 32 1 0 28 Jan 2025
Embedding an Ethical Mind: Aligning Text-to-Image Synthesis via Lightweight Value Optimization Xingqi Wang Xiaoyuan Yi Xing Xie Jia Jia 14 1 0 16 Oct 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 29 4 0 05 Aug 2024
MoESD: Mixture of Experts Stable Diffusion to Mitigate Gender Bias Guorun Wang Lucia Specia DiffM MoE 32 0 0 25 Jun 2024
AITTI: Learning Adaptive Inclusive Token for Text-to-Image Generation Xinyu Hou Xiaoming Li Chen Change Loy DiffM 17 0 0 18 Jun 2024
They're All Doctors: Synthesizing Diverse Counterfactuals to Mitigate Associative Bias Salma Abdel Magid Jui-Hsien Wang Kushal Kafle Hanspeter Pfister 25 1 0 17 Jun 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 42 26 0 01 Apr 2024
Large-scale Reinforcement Learning for Diffusion Models Yinan Zhang Eric Tzeng Yilun Du Dmitry Kislyuk VLM 26 29 0 20 Jan 2024
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
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 253 4,223 0 30 Jan 2023
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,764 0 24 Feb 2021