Cover Image

FaceSaliencyAug: Mitigating Geographic, Gender and Stereotypical Biases via Saliency-Based Data Augmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kumar, Teerath, Mileo, Alessandra, Bendechache, Malika
Format:	Preprint
Published:	2024
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

Saliency-Based diversity and fairness Metric and FaceKeepOriginalAugment: A Novel Approach for Enhancing Fairness and Diversity
by: Kumar, Teerath, et al.
Published: (2024)

KeepOriginalAugment: Single Image-based Better Information-Preserving Data Augmentation Approach
by: Kumar, Teerath, et al.
Published: (2024)

OxML Challenge 2023: Carcinoma classification using data augmentation
by: Raj, Kislay, et al.
Published: (2024)

Salience Adjustment for Context-Based Emotion Recognition
by: Han, Bin, et al.
Published: (2025)

Towards A Comprehensive Visual Saliency Explanation Framework for AI-based Face Recognition Systems
by: Lu, Yuhang, et al.
Published: (2024)

SGCCNet: Single-Stage 3D Object Detector With Saliency-Guided Data Augmentation and Confidence Correction Mechanism
by: Liang, Ao, et al.
Published: (2024)

Generalist Multimodal LLMs Gain Biometric Expertise via Human Salience
by: Piland, Jacob, et al.
Published: (2026)

Modeling Saliency Dataset Bias
by: Kümmerer, Matthias, et al.
Published: (2025)

Saliency Guided Longitudinal Medical Visual Question Answering
by: Wu, Jialin, et al.
Published: (2025)

GazeFusion: Saliency-Guided Image Generation
by: Zhang, Yunxiang, et al.
Published: (2024)

SUM: Saliency Unification through Mamba for Visual Attention Modeling
by: Hosseini, Alireza, et al.
Published: (2024)

Flexible ViG: Learning the Self-Saliency for Flexible Object Recognition
by: Zuo, Lin, et al.
Published: (2024)

Forward Learning for Gradient-based Black-box Saliency Map Generation
by: Zhang, Zeliang, et al.
Published: (2024)

Saliency Suppressed, Semantics Surfaced: Visual Transformations in Neural Networks and the Brain
by: Opiełka, Gustaw, et al.
Published: (2024)

Saliency-Guided Representation with Consistency Policy Learning for Visual Unsupervised Reinforcement Learning
by: Sun, Jingbo, et al.
Published: (2026)

Revealing the Gap in Human and VLM Scene Perception through Counterfactual Semantic Saliency
by: Wen, Ziqi, et al.
Published: (2026)

The Overfocusing Bias of Convolutional Neural Networks: A Saliency-Guided Regularization Approach
by: Bertoin, David, et al.
Published: (2024)

Data Augmentation via Latent Diffusion for Saliency Prediction
by: Aydemir, Bahar, et al.
Published: (2024)

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

Towards generating more interpretable counterfactuals via concept vectors: a preliminary study on chest X-rays
by: Maksudov, Bulat, et al.
Published: (2025)

A Fresh Look at Sanity Checks for Saliency Maps
by: Hedström, Anna, et al.
Published: (2024)

ABRA: Agent Benchmark for Radiology Applications
by: Maksudov, Bulat, et al.
Published: (2026)

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness
by: Wu, Qiangqiang, et al.
Published: (2026)

Correlation of Object Detection Performance with Visual Saliency and Depth Estimation
by: Bartolo, Matthias, et al.
Published: (2024)

Integrating Saliency Ranking and Reinforcement Learning for Enhanced Object Detection
by: Bartolo, Matthias, et al.
Published: (2024)

VLMQ: Token Saliency-Driven Post-Training Quantization for Vision-language Models
by: Xue, Yufei, et al.
Published: (2025)

Learning User Embeddings from Human Gaze for Personalised Saliency Prediction
by: Strohm, Florian, et al.
Published: (2024)

Aggregating Local Saliency Maps for Semi-Global Explainable Image Classification
by: Hinns, James, et al.
Published: (2025)

CNN Explainability with Multivector Tucker Saliency Maps for Self-Supervised Models
by: Bouayed, Aymene Mohammed, et al.
Published: (2024)

SalM$^{2}$: An Extremely Lightweight Saliency Mamba Model for Real-Time Cognitive Awareness of Driver Attention
by: Zhao, Chunyu, et al.
Published: (2025)

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

Saliency-guided Emotion Modeling: Predicting Viewer Reactions from Video Stimuli
by: Yaragoppa, Akhila, et al.
Published: (2025)

X-Mark: Saliency-Guided Robust Dataset Ownership Verification for Medical Imaging
by: Kulkarni, Pranav, et al.
Published: (2026)

Brand Visibility in Packaging: A Deep Learning Approach for Logo Detection, Saliency-Map Prediction, and Logo Placement Analysis
by: Hosseini, Alireza, et al.
Published: (2024)

Auditing and Mitigating Bias in Gender Classification Algorithms: A Data-Centric Approach
by: Bahiru, Tadesse K, et al.
Published: (2025)

Rethinking Saliency Maps: A Cognitive Human Aligned Taxonomy and Evaluation Framework for Explanations
by: Elisha, Yehonatan, et al.
Published: (2025)

DejAIvu: Identifying and Explaining AI Art on the Web in Real-Time with Saliency Maps
by: Dzuong, Jocelyn
Published: (2025)

SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation
by: Termritthikun, Chakkrit, et al.
Published: (2024)

EventAug: Multifaceted Spatio-Temporal Data Augmentation Methods for Event-based Learning
by: Tian, Yukun, et al.
Published: (2024)

Visual-TCAV: Concept-based Attribution and Saliency Maps for Post-hoc Explainability in Image Classification
by: De Santis, Antonio, et al.
Published: (2024)