Cover Image

Mitigating Bias with Words: Inducing Demographic Ambiguity in Face Recognition Templates by Text Encoding

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chettaoui, Tahar, Damer, Naser, Boutros, Fadi
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FRoundation: Are Foundation Models Ready for Face Recognition?
by: Chettaoui, Tahar, et al.
Published: (2024)

Trade-offs in Cross-Domain Generalization of Foundation Model Fine-Tuned for Biometric Applications
by: Chettaoui, Tahar, et al.
Published: (2025)

IDperturb: Enhancing Variation in Synthetic Face Generation via Angular Perturbation
by: Boutros, Fadi, et al.
Published: (2026)

FoundPAD: Foundation Models Reloaded for Face Presentation Attack Detection
by: Ozgur, Guray, et al.
Published: (2025)

DCMorph: Face Morphing via Dual-Stream Cross-Attention Diffusion
by: Chettaoui, Tahar, et al.
Published: (2026)

Frequency Matters: Explaining Biases of Face Recognition in the Frequency Domain
by: Huber, Marco, et al.
Published: (2025)

AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition
by: Boutros, Fadi, et al.
Published: (2024)

NegFaceDiff: The Power of Negative Context in Identity-Conditioned Diffusion for Synthetic Face Generation
by: Caldeira, Eduarda, et al.
Published: (2025)

ViT-FIQA: Assessing Face Image Quality using Vision Transformers
by: Atzori, Andrea, et al.
Published: (2025)

ViTNT-FIQA: Training-Free Face Image Quality Assessment with Vision Transformers
by: Ozgur, Guray, et al.
Published: (2026)

On the Impact of Face Segmentation-Based Background Removal on Recognition and Morphing Attack Detection
by: Caldeira, Eduarda, et al.
Published: (2026)

DiffProb: Data Pruning for Face Recognition
by: Caldeira, Eduarda, et al.
Published: (2025)

MADation: Face Morphing Attack Detection with Foundation Models
by: Caldeira, Eduarda, et al.
Published: (2025)

EX-FIQA: Leveraging Intermediate Early eXit Representations from Vision Transformers for Face Image Quality Assessment
by: Ozgur, Guray, et al.
Published: (2026)

GraFIQs: Face Image Quality Assessment Using Gradient Magnitudes
by: Kolf, Jan Niklas, et al.
Published: (2024)

If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces
by: Atzori, Andrea, et al.
Published: (2024)

ATTN-FIQA: Interpretable Attention-based Face Image Quality Assessment with Vision Transformers
by: Ozgur, Guray, et al.
Published: (2026)

MADPromptS: Unlocking Zero-Shot Morphing Attack Detection with Multiple Prompt Aggregation
by: Caldeira, Eduarda, et al.
Published: (2025)

FunFace: Feature Utility and Norm Estimation for Face Recognition
by: Babnik, Žiga, et al.
Published: (2026)

AI-KD: Towards Alignment Invariant Face Image Quality Assessment Using Knowledge Distillation
by: Babnik, Žiga, et al.
Published: (2024)

ID-Booth: Identity-consistent Face Generation with Diffusion Models
by: Tomašević, Darian, et al.
Published: (2025)

AdaptDiff: Adaptive Guidance in Diffusion Models for Diverse and Identity-Consistent Face Synthesis (Student Abstract)
by: Caldeira, Eduarda, et al.
Published: (2026)

Beyond Spatial Explanations: Explainable Face Recognition in the Frequency Domain
by: Huber, Marco, et al.
Published: (2024)

Balancing Beyond Discrete Categories: Continuous Demographic Labels for Fair Face Recognition
by: Neto, Pedro C., et al.
Published: (2025)

A Survey on Drowsiness Detection -- Modern Applications and Methods
by: Fu, Biying, et al.
Published: (2024)

PreFIQs: Face Image Quality Is What Survives Pruning
by: Kolf, Jan Niklas, et al.
Published: (2026)

Mitigating Gender Bias in Face Recognition Using the von Mises-Fisher Mixture Model
by: Conti, Jean-Rémy, et al.
Published: (2022)

Demographic Fairness in Multimodal LLMs: A Benchmark of Gender and Ethnicity Bias in Face Verification
by: Öztürk, Ünsal, et al.
Published: (2026)

Fairness Under Cover: Evaluating the Impact of Occlusions on Demographic Bias in Facial Recognition
by: Mamede, Rafael M., et al.
Published: (2024)

Investigation of Accuracy and Bias in Face Recognition Trained with Synthetic Data
by: Korshunov, Pavel, et al.
Published: (2025)

A Rapid Test for Accuracy and Bias of Face Recognition Technology
by: Knott, Manuel, et al.
Published: (2025)

Model Compression Techniques in Biometrics Applications: A Survey
by: Caldeira, Eduarda, et al.
Published: (2024)

Mitigating Coordinate Prediction Bias from Positional Encoding Failures
by: Tao, Xingjian, et al.
Published: (2025)

IndicFairFace: Balanced Indian Face Dataset for Auditing and Mitigating Geographical Bias in Vision-Language Models
by: Mohsin, Aarish Shah, et al.
Published: (2026)

When Cars Have Stereotypes: Auditing Demographic Bias in Objects from Text-to-Image Models
by: Choi, Dasol, et al.
Published: (2025)

Seeing Beyond the Scene: Analyzing and Mitigating Background Bias in Action Recognition
by: Zhou, Ellie, et al.
Published: (2025)

A Permuted Autoregressive Approach to Word-Level Recognition for Urdu Digital Text
by: Mustafa, Ahmed, et al.
Published: (2024)

Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation
by: Wan, Yixin, et al.
Published: (2024)

BLENDER: Blended Text Embeddings and Diffusion Residuals for Intra-Class Image Synthesis in Deep Metric Learning
by: Kolf, Jan Niklas, et al.
Published: (2026)

BiasICL: In-Context Learning and Demographic Biases of Vision Language Models
by: Xu, Sonnet, et al.
Published: (2025)