Cover Image

FairDiffusion: Enhancing Equity in Latent Diffusion Models via Fair Bayesian Perturbation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Luo, Yan, Khan, Muhammad Osama, Wen, Congcong, Afzal, Muhammad Muneeb, Wuermeling, Titus Fidelis, Shi, Min, Tian, Yu, Fang, Yi, Wang, Mengyu
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification
by: Tian, Yu, et al.
Published: (2024)

FairCLIP: Harnessing Fairness in Vision-Language Learning
by: Luo, Yan, et al.
Published: (2024)

FairVision: Equitable Deep Learning for Eye Disease Screening via Fair Identity Scaling
by: Luo, Yan, et al.
Published: (2023)

FairFedMed: Benchmarking Group Fairness in Federated Medical Imaging with FairLoRA
by: Li, Minghan, et al.
Published: (2025)

On Demographic Group Fairness Guarantees in Deep Learning
by: Luo, Yan, et al.
Published: (2024)

Debiasing Diffusion Model: Enhancing Fairness through Latent Representation Learning in Stable Diffusion Model
by: Huang, Lin-Chun, et al.
Published: (2025)

FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling
by: Tian, Yu, et al.
Published: (2023)

FairDiff: Fair Segmentation with Point-Image Diffusion
by: Li, Wenyi, et al.
Published: (2024)

Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization
by: Luo, Yan, et al.
Published: (2023)

TransFair: Transferring Fairness from Ocular Disease Classification to Progression Prediction
by: Gheisi, Leila, et al.
Published: (2024)

FairGen: Enhancing Fairness in Text-to-Image Diffusion Models via Self-Discovering Latent Directions
by: Jiang, Yilei, et al.
Published: (2024)

Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision
by: Lui, Nicholas, et al.
Published: (2023)

FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance
by: Kang, Mintong, et al.
Published: (2025)

Fair Diffusion Auctions
by: Gu, Zixin, et al.
Published: (2024)

Fair Text-to-Image Diffusion via Fair Mapping
by: Li, Jia, et al.
Published: (2023)

Finetuning Text-to-Image Diffusion Models for Fairness
by: Shen, Xudong, et al.
Published: (2023)

Is Monotonic Sampling Necessary in Diffusion Models?
by: Khan, Muhammad Haris
Published: (2026)

FairSkin: Fair Diffusion for Skin Disease Image Generation
by: Zhang, Ruichen, et al.
Published: (2024)

FairGC: Fairness-aware Graph Condensation
by: Gao, Yihan, et al.
Published: (2026)

Data Augmentation via Diffusion Model to Enhance AI Fairness
by: Blow, Christina Hastings, et al.
Published: (2024)

Susceptibility of six chemical insecticides against brown planthopper, Nilaparvata lugens (Hemiptera: Delphacidae) in Kallar tract of Punjab, Pakistan; 2015-2019
by: Muhammad Afzal
Published: (2022)

Alianza mundial en pro del personal sanitario: aumentando el impulso para el desarrollo de personal de la salud
by: Muhammad Afzal
Published: (2011)

Causally Perturbed Fairness Testing
by: Du, Chengwen, et al.
Published: (2025)

Constructing Fair Latent Space for Intersection of Fairness and Explainability
by: Joo, Hyungjun, et al.
Published: (2024)

Stay Fair! Ensuring Group Fairness in Diffusion Models Across Guidance Scales
by: Kim, Myeongsoo, et al.
Published: (2026)

Acquisitions Allocations: Fairness, Equity and Bundled Pricing.
by: Packer, Donna
Published: (2001)

Algorithmic Fairness in AI Surrogates for End-of-Life Decision-Making
by: Ahmad, Muhammad Aurangzeb
Published: (2025)

FairDD: Enhancing Fairness with domain-incremental learning in dermatological disease diagnosis
by: Luo, Yiqin, et al.
Published: (2024)

Enhancing Phosphorus Uptake and Mitigating Lead Stress in Maize Using the Rhizospheric Fungus Talaromyces purpureogenus PH7
by: Iqbal Hussain, et al.
Published: (2025)

An Explainable and Fair AI Tool for PCOS Risk Assessment: Calibration, Subgroup Equity, and Interactive Clinical Deployment
by: Khan, Asma Sadia, et al.
Published: (2025)

How Fair is Your Diffusion Recommender Model?
by: Malitesta, Daniele, et al.
Published: (2024)

EXAMINING THE RELATIONSHIP BETWEEN ATTACHMENT STYLES AND ACADEMIC PERFORMANCE OF YOUNG ADULTS: A CORRELATIONAL STUDY
by: Muhammad Muneeb Bin Junaid,Aisha Rais Ahmed,Muhammad Faaris Ali Khan
Published: (2025)

Range Based Robust Estimation of Biasing Parameter in Ridge Regression With Multicollinearity and Outliers
by: Muhammad Khan, et al.
Published: (2026)

AudioScene: Integrating Object-Event Audio into 3D Scenes
by: Yuan, Shuaihang, et al.
Published: (2025)

SituationalLLM: Proactive language models with scene awareness for dynamic, contextual task guidance
by: Khan, Muhammad Saif Ullah, et al.
Published: (2024)

Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective
by: Luo, Xinjian, et al.
Published: (2024)

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations
by: Li, Jin, et al.
Published: (2025)

EFGPP: Exploratory framework for genotype-phenotype prediction
by: Muneeb, Muhammad, et al.
Published: (2026)

G2DR: A Genotype-First Framework for Genetics-Informed Target Prioritization and Drug Repurposing
by: Muneeb, Muhammad, et al.
Published: (2026)

AnnotateMissense: a genome-wide annotation and benchmarking framework for missense pathogenicity prediction
by: Muneeb, Muhammad, et al.
Published: (2026)