Leveraging Text Guidance for Enhancing Demographic Fairness in Gender Classification
Fuente:
arXiv
Saved in:
| Main Author: | Krishnan, Anoop |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Positive-Sum Fairness: Leveraging Demographic Attributes to Achieve Fair AI Outcomes Without Sacrificing Group Gains
by: Belhadj, Samia, et al.
Published: (2024)
by: Belhadj, Samia, et al.
Published: (2024)
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification
by: Ramachandran, Sreeraj, et al.
Published: (2024)
by: Ramachandran, Sreeraj, et al.
Published: (2024)
FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance
by: Kang, Mintong, et al.
Published: (2025)
by: Kang, Mintong, et al.
Published: (2025)
FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models
by: Sahili, Zahraa Al, et al.
Published: (2024)
by: Sahili, Zahraa Al, et al.
Published: (2024)
Leveraging Model Guidance to Extract Training Data from Personalized Diffusion Models
by: Wu, Xiaoyu, et al.
Published: (2024)
by: Wu, Xiaoyu, et al.
Published: (2024)
TempoControl: Temporal Attention Guidance for Text-to-Video Models
by: Schiber, Shira, et al.
Published: (2025)
by: Schiber, Shira, et al.
Published: (2025)
Fair Text-to-Image Diffusion via Fair Mapping
by: Li, Jia, et al.
Published: (2023)
by: Li, Jia, et al.
Published: (2023)
FunduSegmenter: Leveraging the RETFound Foundation Model for Joint Optic Disc and Optic Cup Segmentation in Retinal Fundus Images
by: Zhao, Zhenyi, et al.
Published: (2025)
by: Zhao, Zhenyi, et al.
Published: (2025)
Enhancing Fairness in Skin Lesion Classification for Medical Diagnosis Using Prune Learning
by: Paxton, Kuniko, et al.
Published: (2025)
by: Paxton, Kuniko, et al.
Published: (2025)
CoNO: Complex Neural Operator for Continous Dynamical Physical Systems
by: Tiwari, Karn, et al.
Published: (2024)
by: Tiwari, Karn, et al.
Published: (2024)
UNCAGE: Contrastive Attention Guidance for Masked Generative Transformers in Text-to-Image Generation
by: Kang, Wonjun, et al.
Published: (2025)
by: Kang, Wonjun, et al.
Published: (2025)
Prompt-Based Safety Guidance Is Ineffective for Unlearned Text-to-Image Diffusion Models
by: Shin, Jiwoo, et al.
Published: (2025)
by: Shin, Jiwoo, et al.
Published: (2025)
LightFair: Towards an Efficient Alternative for Fair T2I Diffusion via Debiasing Pre-trained Text Encoders
by: Han, Boyu, et al.
Published: (2025)
by: Han, Boyu, et al.
Published: (2025)
HiFA: High-fidelity Text-to-3D Generation with Advanced Diffusion Guidance
by: Zhu, Junzhe, et al.
Published: (2023)
by: Zhu, Junzhe, et al.
Published: (2023)
Explanatory Interactive Machine Learning for Bias Mitigation in Visual Gender Classification
by: Satriani, Nathanya, et al.
Published: (2026)
by: Satriani, Nathanya, et al.
Published: (2026)
A Large-Scale Empirical Study on Improving the Fairness of Image Classification Models
by: Yang, Junjie, et al.
Published: (2024)
by: Yang, Junjie, et al.
Published: (2024)
TransFair: Transferring Fairness from Ocular Disease Classification to Progression Prediction
by: Gheisi, Leila, et al.
Published: (2024)
by: Gheisi, Leila, et al.
Published: (2024)
PolygoNet: Leveraging Simplified Polygonal Representation for Effective Image Classification
by: Khazem, Salim, et al.
Published: (2025)
by: Khazem, Salim, et al.
Published: (2025)
Finetuning Text-to-Image Diffusion Models for Fairness
by: Shen, Xudong, et al.
Published: (2023)
by: Shen, Xudong, et al.
Published: (2023)
Exploring the Feasibility of Deep Learning Techniques for Accurate Gender Classification from Eye Images
by: Hasan, Basna Mohammed Salih, et al.
Published: (2025)
by: Hasan, Basna Mohammed Salih, et al.
Published: (2025)
MultiFair: Multimodal Balanced Fairness-Aware Medical Classification with Dual-Level Gradient Modulation
by: Zubair, Md, et al.
Published: (2025)
by: Zubair, Md, et al.
Published: (2025)
Multimodal Approaches to Fair Image Classification: An Ethical Perspective
by: Hickmon, Javon
Published: (2024)
by: Hickmon, Javon
Published: (2024)
A Study of Gender Classification Techniques Based on Iris Images: A Deep Survey and Analysis
by: Hasan, Basna Mohammed Salih, et al.
Published: (2025)
by: Hasan, Basna Mohammed Salih, et al.
Published: (2025)
Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning Dynamics
by: Das, Indrashis, et al.
Published: (2025)
by: Das, Indrashis, et al.
Published: (2025)
Toward Reliable and Explainable Nail Disease Classification: Leveraging Adversarial Training and Grad-CAM Visualization
by: Hossain, Farzia, et al.
Published: (2026)
by: Hossain, Farzia, et al.
Published: (2026)
When Test-Time Guidance Is Enough: Fast Image and Video Editing with Diffusion Guidance
by: Ghorbel, Ahmed, et al.
Published: (2026)
by: Ghorbel, Ahmed, et al.
Published: (2026)
Constructing Fair Latent Space for Intersection of Fairness and Explainability
by: Joo, Hyungjun, et al.
Published: (2024)
by: Joo, Hyungjun, et al.
Published: (2024)
AMO Sampler: Enhancing Text Rendering with Overshooting
by: Hu, Xixi, et al.
Published: (2024)
by: Hu, Xixi, et al.
Published: (2024)
Visual Generation Without Guidance
by: Chen, Huayu, et al.
Published: (2025)
by: Chen, Huayu, et al.
Published: (2025)
On the Reproducibility of "FairCLIP: Harnessing Fairness in Vision-Language Learning''
by: Bakker, Hua Chang, et al.
Published: (2025)
by: Bakker, Hua Chang, et al.
Published: (2025)
Demographic-aware fine-grained visual recognition of pediatric wrist pathologies
by: Ahmed, Ammar, et al.
Published: (2025)
by: Ahmed, Ammar, et al.
Published: (2025)
FairNVT: Improving Fairness via Noise Injection in Vision Transformers
by: Tang, Qiaoyue, et al.
Published: (2026)
by: Tang, Qiaoyue, et al.
Published: (2026)
Variational Control for Guidance in Diffusion Models
by: Pandey, Kushagra, et al.
Published: (2025)
by: Pandey, Kushagra, et al.
Published: (2025)
A Noise is Worth Diffusion Guidance
by: Ahn, Donghoon, et al.
Published: (2024)
by: Ahn, Donghoon, et al.
Published: (2024)
Demographic Fairness in Multimodal LLMs: A Benchmark of Gender and Ethnicity Bias in Face Verification
by: Öztürk, Ünsal, et al.
Published: (2026)
by: Öztürk, Ünsal, et al.
Published: (2026)
Gender Bias in Text-to-Video Generation Models: A case study of Sora
by: Nadeem, Mohammad, et al.
Published: (2024)
by: Nadeem, Mohammad, et al.
Published: (2024)
Diffusion Models without Classifier-free Guidance
by: Tang, Zhicong, et al.
Published: (2025)
by: Tang, Zhicong, et al.
Published: (2025)
Learning Diffusion Models with Flexible Representation Guidance
by: Wang, Chenyu, et al.
Published: (2025)
by: Wang, Chenyu, et al.
Published: (2025)
Classifier-Free Guidance is a Predictor-Corrector
by: Bradley, Arwen, et al.
Published: (2024)
by: Bradley, Arwen, et al.
Published: (2024)
CGFformer: Cluster-Guidance Frequency Transformer for Pansharpening
by: Zhou, Zijian, et al.
Published: (2026)
by: Zhou, Zijian, et al.
Published: (2026)
Similar Items
-
Positive-Sum Fairness: Leveraging Demographic Attributes to Achieve Fair AI Outcomes Without Sacrificing Group Gains
by: Belhadj, Samia, et al.
Published: (2024) -
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification
by: Ramachandran, Sreeraj, et al.
Published: (2024) -
FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance
by: Kang, Mintong, et al.
Published: (2025) -
FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models
by: Sahili, Zahraa Al, et al.
Published: (2024) -
Leveraging Model Guidance to Extract Training Data from Personalized Diffusion Models
by: Wu, Xiaoyu, et al.
Published: (2024)