On Measuring Fairness in Generative Models

On Measuring Fairness in Generative Models

30 October 2023

Christopher T. H. Teo

Milad Abdollahzadeh

Ngai-man Cheung

Papers citing "On Measuring Fairness in Generative Models"

13 / 13 papers shown

Title
Debiasing Diffusion Model: Enhancing Fairness through Latent Representation Learning in Stable Diffusion Model Lin-Chun Huang Ching Chieh Tsao Fang Su J. Chiang 54 0 0 16 Mar 2025
Fairness and Bias in Multimodal AI: A Survey Tosin P. Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 48 9 0 27 Jun 2024
MoESD: Mixture of Experts Stable Diffusion to Mitigate Gender Bias Guorun Wang Lucia Specia DiffM MoE 26 0 0 25 Jun 2024
Stable Diffusion Exposed: Gender Bias from Prompt to Image Yankun Wu Yuta Nakashima Noa Garcia 21 16 0 05 Dec 2023
Few-shot Image Generation via Adaptation-Aware Kernel Modulation Yunqing Zhao Keshigeyan Chandrasegaran Milad Abdollahzadeh Ngai-man Cheung 63 42 0 29 Oct 2022
Studying Bias in GANs through the Lens of Race V. Maluleke Neerja Thakkar Tim Brooks Ethan Weber Trevor Darrell Alexei A. Efros Angjoo Kanazawa Devin Guillory 26 34 0 06 Sep 2022
MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining Ahmed Imtiaz Humayun Randall Balestriero Richard Baraniuk OOD 35 29 0 15 Oct 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 322 2,249 0 02 Sep 2021
Auditing for Diversity using Representative Examples Vijay Keswani L. E. Celis 11 3 0 15 Jul 2021
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 4,735 0 24 Feb 2021
Improving the Fairness of Deep Generative Models without Retraining Shuhan Tan Yujun Shen Bolei Zhou 167 59 0 09 Dec 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 224 3,183 0 30 Oct 2016