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04/14/2023
Exploring Causes of Demographic Variations In Face Recognition Accuracy
In recent years, media reports have called out bias and racism in face r...
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03/08/2023
The Casual Conversations v2 Dataset
This paper introduces a new large consent-driven dataset aimed at assist...
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12/12/2022
You Only Need a Good Embeddings Extractor to Fix Spurious Correlations
Spurious correlations in training data often lead to robustness issues s...
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11/10/2022
Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness
Developing robust and fair AI systems require datasets with comprehensiv...
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06/10/2022
The Gender Gap in Face Recognition Accuracy Is a Hairy Problem
It is broadly accepted that there is a "gender gap" in face recognition ...
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06/04/2022
Face Recognition Accuracy Across Demographics: Shining a Light Into the Problem
This is the first work that we are aware of to explore how the level of ...
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12/29/2021
Gendered Differences in Face Recognition Accuracy Explained by Hairstyles, Makeup, and Facial Morphology
Media reports have accused face recognition of being ”biased”, ”sexist” ...
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04/28/2021
Does Face Recognition Error Echo Gender Classification Error?
This paper is the first to explore the question of whether images that a...
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12/14/2020
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
We propose real-time, six degrees of freedom (6DoF), 3D face pose estima...
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08/16/2020
Is Face Recognition Sexist? No, Gendered Hairstyles and Biology Are
Recent news articles have accused face recognition of being "biased", "s...
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04/07/2020
A Method for Curation of Web-Scraped Face Image Datasets
Web-scraped, in-the-wild datasets have become the norm in face recogniti...
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02/07/2020
How Does Gender Balance In Training Data Affect Face Recognition Accuracy?
Even though deep learning methods have greatly increased the overall acc...
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01/31/2020
Analysis of Gender Inequality In Face Recognition Accuracy
We present a comprehensive analysis of how and why face recognition accu...
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12/20/2019
Identity Document to Selfie Face Matching Across Adolescence
Matching live images (“selfies”) to images from ID documents is a proble...
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11/14/2019
Does Face Recognition Accuracy Get Better With Age? Deep Face Matchers Say No
Previous studies generally agree that face recognition accuracy is highe...
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04/15/2019