Gaussian Harmony: Attaining Fairness in Diffusion-based Face Generation
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Gaussian Harmony: Attaining Fairness in Diffusion-based Face Generation Models

21 December 2023

Arunkumar Kannan

Ram Prabhakar Kathirvel

Alice J. O'Toole

Papers citing "Gaussian Harmony: Attaining Fairness in Diffusion-based Face Generation Models"

19 / 19 papers shown

Title
Analyzing Bias in Diffusion-based Face Generation Models Malsha V. Perera Vishal M. Patel DiffM 48 39 0 10 May 2023
Social Biases through the Text-to-Image Generation Lens Ranjita Naik Besmira Nushi 135 121 0 30 Mar 2023
Diffusion Probabilistic Models beat GANs on Medical Images Gustav Muller-Franzes J. Niehues Firas Khader Soroosh Tayebi Arasteh Christoph Haarburger ... Tian Wang T. Han S. Nebelung Jakob Nikolas Kather Daniel Truhn DiffM MedIm 51 98 0 14 Dec 2022
High-Fidelity Guided Image Synthesis with Latent Diffusion Models Jaskirat Singh Stephen Gould Liang Zheng DiffM 61 41 0 30 Nov 2022
Face Recognition Accuracy Across Demographics: Shining a Light Into the Problem Haiyu Wu Vítor Albiero K. Krishnapriya Michael C. King Kevin W. Bowyer CVBM 59 33 0 04 Jun 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 229 30,089 0 01 Mar 2022
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 238 508 0 01 Feb 2022
Gendered Differences in Face Recognition Accuracy Explained by Hairstyles, Makeup, and Facial Morphology Vítor Albiero Kai Zhang Michael C. King Kevin W. Bowyer CVBM 49 49 0 29 Dec 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 178 7,765 0 11 May 2021
Few-shot Image Generation via Cross-domain Correspondence Utkarsh Ojha Yijun Li Jingwan Lu Alexei A. Efros Yong Jae Lee Eli Shechtman Richard Y. Zhang 88 260 0 13 Apr 2021
Improving the Fairness of Deep Generative Models without Retraining Shuhan Tan Yujun Shen Bolei Zhou 211 59 0 09 Dec 2020
How Does Gender Balance In Training Data Affect Face Recognition Accuracy? Vítor Albiero Kai Zhang Kevin W. Bowyer CVBM FaML 40 64 0 07 Feb 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 260 5,797 0 03 Dec 2019
Fair Generative Modeling via Weak Supervision Kristy Choi Aditya Grover Trisha Singh Rui Shu Stefano Ermon 85 134 0 26 Oct 2019
How are attributes expressed in face DCNNs? Prithviraj Dhar Ankan Bansal Carlos D. Castillo Joshua Gleason P. Phillips Rama Chellappa CVBM 48 29 0 12 Oct 2019
Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks A. Duarte Francisco Roldan Miquel Tubau Janna Escur Santiago Pascual Amaia Salvador Eva Mohedano Kevin McGuinness Jordi Torres Xavier Giró-i-Nieto GAN CVBM 55 79 0 25 Mar 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 529 10,540 0 12 Dec 2018
50 Years of Test (Un)fairness: Lessons for Machine Learning Ben Hutchinson Margaret Mitchell AILaw FaML 59 358 0 25 Nov 2018
Data Augmentation Generative Adversarial Networks Antreas Antoniou Amos Storkey Harrison Edwards MedIm GAN 129 1,070 0 12 Nov 2017