FairGen: Enhancing Fairness in Text-to-Image Diffusion Models via Self-Discovering Latent Directions
Fuente:
arXiv
Guardado en:
| Autores principales: | Jiang, Yilei, Li, Weihong, Zhang, Yiyuan, Cai, Minghong, Yue, Xiangyu |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance
por: Kang, Mintong, et al.
Publicado: (2025)
por: Kang, Mintong, et al.
Publicado: (2025)
Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation
por: Li, Hang, et al.
Publicado: (2023)
por: Li, Hang, et al.
Publicado: (2023)
FairDiffusion: Enhancing Equity in Latent Diffusion Models via Fair Bayesian Perturbation
por: Luo, Yan, et al.
Publicado: (2024)
por: Luo, Yan, et al.
Publicado: (2024)
Fair Text-to-Image Diffusion via Fair Mapping
por: Li, Jia, et al.
Publicado: (2023)
por: Li, Jia, et al.
Publicado: (2023)
ConceptGuard: Proactive Safety in Text-and-Image-to-Video Generation through Multimodal Risk Detection
por: Ma, Ruize, et al.
Publicado: (2025)
por: Ma, Ruize, et al.
Publicado: (2025)
Progressive Text-to-Image Diffusion with Soft Latent Direction
por: Ye, YuTeng, et al.
Publicado: (2023)
por: Ye, YuTeng, et al.
Publicado: (2023)
FairDiff: Fair Segmentation with Point-Image Diffusion
por: Li, Wenyi, et al.
Publicado: (2024)
por: Li, Wenyi, et al.
Publicado: (2024)
FairSkin: Fair Diffusion for Skin Disease Image Generation
por: Zhang, Ruichen, et al.
Publicado: (2024)
por: Zhang, Ruichen, et al.
Publicado: (2024)
Gen-Searcher: Reinforcing Agentic Search for Image Generation
por: Feng, Kaituo, et al.
Publicado: (2026)
por: Feng, Kaituo, et al.
Publicado: (2026)
Fair Text to Medical Image Diffusion Model with Subgroup Distribution Aligned Tuning
por: Han, Xu, et al.
Publicado: (2024)
por: Han, Xu, et al.
Publicado: (2024)
Finetuning Text-to-Image Diffusion Models for Fairness
por: Shen, Xudong, et al.
Publicado: (2023)
por: Shen, Xudong, et al.
Publicado: (2023)
In-Context Audio Control of Video Diffusion Transformers
por: Liu, Wenze, et al.
Publicado: (2025)
por: Liu, Wenze, et al.
Publicado: (2025)
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models
por: Haas, René, et al.
Publicado: (2023)
por: Haas, René, et al.
Publicado: (2023)
SUDO: Enhancing Text-to-Image Diffusion Models with Self-Supervised Direct Preference Optimization
por: Peng, Liang, et al.
Publicado: (2025)
por: Peng, Liang, et al.
Publicado: (2025)
FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models
por: Sahili, Zahraa Al, et al.
Publicado: (2024)
por: Sahili, Zahraa Al, et al.
Publicado: (2024)
OneThinker: All-in-one Reasoning Model for Image and Video
por: Feng, Kaituo, et al.
Publicado: (2025)
por: Feng, Kaituo, et al.
Publicado: (2025)
Marginal Debiased Network for Fair Visual Recognition
por: Wang, Mei, et al.
Publicado: (2024)
por: Wang, Mei, et al.
Publicado: (2024)
Debiasing Diffusion Model: Enhancing Fairness through Latent Representation Learning in Stable Diffusion Model
por: Huang, Lin-Chun, et al.
Publicado: (2025)
por: Huang, Lin-Chun, et al.
Publicado: (2025)
FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation
por: Teo, Christopher T. H, et al.
Publicado: (2024)
por: Teo, Christopher T. H, et al.
Publicado: (2024)
Configurable Fairness: Direct Optimization of Parity Metrics via Vision-Language Models
por: Zhang, Miao, et al.
Publicado: (2024)
por: Zhang, Miao, et al.
Publicado: (2024)
FairJudge: Abstention-Aware Multimodal Judges for Fairness and Alignment Evaluation in Text-to-Image Models
por: Sahili, Zahraa Al, et al.
Publicado: (2025)
por: Sahili, Zahraa Al, et al.
Publicado: (2025)
Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering
por: Varshney, Payal, et al.
Publicado: (2025)
por: Varshney, Payal, et al.
Publicado: (2025)
On the Fairness, Diversity and Reliability of Text-to-Image Generative Models
por: Vice, Jordan, et al.
Publicado: (2024)
por: Vice, Jordan, et al.
Publicado: (2024)
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models
por: Jin, Ruinan, et al.
Publicado: (2024)
por: Jin, Ruinan, et al.
Publicado: (2024)
ProtoFair: Fair Self-Supervised Contrastive Learning via Pseudo-Counterfactual Pairs
por: Halawa, Marah, et al.
Publicado: (2026)
por: Halawa, Marah, et al.
Publicado: (2026)
Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification
por: Basu, Abhipsa, et al.
Publicado: (2025)
por: Basu, Abhipsa, et al.
Publicado: (2025)
Fairness Analysis of CLIP-Based Foundation Models for X-Ray Image Classification
por: Sun, Xiangyu, et al.
Publicado: (2025)
por: Sun, Xiangyu, et al.
Publicado: (2025)
Ultrasound Image-to-Video Synthesis via Latent Dynamic Diffusion Models
por: Chen, Tingxiu, et al.
Publicado: (2025)
por: Chen, Tingxiu, et al.
Publicado: (2025)
Operationalizing Fairness in Text-to-Image Models: A Survey of Bias, Fairness Audits and Mitigation Strategies
por: Smith, Megan, et al.
Publicado: (2026)
por: Smith, Megan, et al.
Publicado: (2026)
A Framework for Benchmarking Fairness-Utility Trade-offs in Text-to-Image Models via Pareto Frontiers
por: Bochernitsan, Marco N., et al.
Publicado: (2025)
por: Bochernitsan, Marco N., et al.
Publicado: (2025)
EmoGen: Emotional Image Content Generation with Text-to-Image Diffusion Models
por: Yang, Jingyuan, et al.
Publicado: (2024)
por: Yang, Jingyuan, et al.
Publicado: (2024)
FairHuman: Boosting Hand and Face Quality in Human Image Generation with Minimum Potential Delay Fairness in Diffusion Models
por: Wang, Yuxuan, et al.
Publicado: (2025)
por: Wang, Yuxuan, et al.
Publicado: (2025)
GenExam: A Multidisciplinary Text-to-Image Exam
por: Wang, Zhaokai, et al.
Publicado: (2025)
por: Wang, Zhaokai, et al.
Publicado: (2025)
Constructing Fair Latent Space for Intersection of Fairness and Explainability
por: Joo, Hyungjun, et al.
Publicado: (2024)
por: Joo, Hyungjun, et al.
Publicado: (2024)
PopAlign: Population-Level Alignment for Fair Text-to-Image Generation
por: Li, Shufan, et al.
Publicado: (2024)
por: Li, Shufan, et al.
Publicado: (2024)
Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion Models
por: Xu, Katherine, et al.
Publicado: (2024)
por: Xu, Katherine, et al.
Publicado: (2024)
Text-to-Image Representativity Fairness Evaluation Framework
por: Yamani, Asma, et al.
Publicado: (2024)
por: Yamani, Asma, et al.
Publicado: (2024)
Native-Resolution Image Synthesis
por: Wang, Zidong, et al.
Publicado: (2025)
por: Wang, Zidong, et al.
Publicado: (2025)
HiCoGen: Hierarchical Compositional Text-to-Image Generation in Diffusion Models via Reinforcement Learning
por: Yang, Hongji, et al.
Publicado: (2025)
por: Yang, Hongji, et al.
Publicado: (2025)
Fair Distillation: Teaching Fairness from Biased Teachers in Medical Imaging
por: Masroor, Milad, et al.
Publicado: (2024)
por: Masroor, Milad, et al.
Publicado: (2024)
Ejemplares similares
-
FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance
por: Kang, Mintong, et al.
Publicado: (2025) -
Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation
por: Li, Hang, et al.
Publicado: (2023) -
FairDiffusion: Enhancing Equity in Latent Diffusion Models via Fair Bayesian Perturbation
por: Luo, Yan, et al.
Publicado: (2024) -
Fair Text-to-Image Diffusion via Fair Mapping
por: Li, Jia, et al.
Publicado: (2023) -
ConceptGuard: Proactive Safety in Text-and-Image-to-Video Generation through Multimodal Risk Detection
por: Ma, Ruize, et al.
Publicado: (2025)