Racial bias within face recognition: A survey
Facial recognition is one of the most academically studied and industrially developed areas
within computer vision where we readily find associated applications deployed globally. This …
within computer vision where we readily find associated applications deployed globally. This …
Going deeper into face detection: A survey
Face detection is a crucial first step in many facial recognition and face analysis systems.
Early approaches for face detection were mainly based on classifiers built on top of hand …
Early approaches for face detection were mainly based on classifiers built on top of hand …
Learning bias-invariant representation by cross-sample mutual information minimization
Deep learning algorithms mine knowledge from the training data and thus would likely
inherit the dataset's bias information. As a result, the obtained model would generalize …
inherit the dataset's bias information. As a result, the obtained model would generalize …
Balancing biases and preserving privacy on balanced faces in the wild
There are demographic biases present in current facial recognition (FR) models. To
measure these biases across different ethnic and gender subgroups, we introduce our …
measure these biases across different ethnic and gender subgroups, we introduce our …
On bias and fairness in deep learning-based facial analysis
Facial analysis systems are used in a variety of scenarios such as law enforcement, military,
and daily life, which impact important aspects of our lives. With the onset of the deep …
and daily life, which impact important aspects of our lives. With the onset of the deep …
[PDF][PDF] 公**机器学**: 概念, 分析与设计
古天龙， **龙， 常亮， 罗义琴 - 计算机学报, 2022 - cjc.ict.ac.cn
1)(暨南大学信息科学技术学院, 广州510632) 2)(桂林电子科技大学广西可信软件重点实验室,
广西桂林541004) 摘要随着人工智能的发展, 机器学**技术越来越多地应用于社会各个领域 …
广西桂林541004) 摘要随着人工智能的发展, 机器学**技术越来越多地应用于社会各个领域 …
UPCS: Unbiased Persona Construction for Dialogue Generation
Narrative systems, such as dialogue and storytelling systems, often utilize persona profiles
to enhance personalized interactions. Existing persona profiles frequently exhibit biases …
to enhance personalized interactions. Existing persona profiles frequently exhibit biases …
[PDF][PDF] Racial Bias within Face Recognition: A Survey
Facial recognition is one of the most academically studied and industrially developed areas
within computer vision where we readily find associated applications deployed globally. This …
within computer vision where we readily find associated applications deployed globally. This …
[LIBRO][B] Advances in Learning to Generalize to Out-of-Distribution Data
W Zhu - 2023 - search.proquest.com
Data-driven deep models will inherit the characteristics of the training data and thus can
often successfully handle the in-distribution testing data. However, in real-life applications …
often successfully handle the in-distribution testing data. However, in real-life applications …
[Re] On the Reproducibility of “FairCal: Fairness Calibration for Face Verification”
Scope of Reproducibility—This paper aims to reproduce the study FairCal: Fairness
Calibration for Face Verification by Salvador et al., focused on verifying three main claims …
Calibration for Face Verification by Salvador et al., focused on verifying three main claims …