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Facial Expressions as a Vulnerability in Face Recognition


Nov 17, 2020
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fierrez, Agata Lapedriza


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FairCVtest Demo: Understanding Bias in Multimodal Learning with a Testbed in Fair Automatic Recruitment


Sep 12, 2020
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fierrez

* ACM Intl. Conf. on Multimodal Interaction (ICMI). arXiv admin note: substantial text overlap with arXiv:2004.07173 

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SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning


Apr 22, 2020
Ignacio Serna, Aythami Morales, Julian Fierrez, Manuel Cebrian, Nick Obradovich, Iyad Rahwan

* arXiv admin note: substantial text overlap with arXiv:1912.01842 

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InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics


Apr 15, 2020
Ignacio Serna, Alejandro Peña, Aythami Morales, Julian Fierrez


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Bias in Multimodal AI: Testbed for Fair Automatic Recruitment


Apr 15, 2020
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fierrez

* IEEE CVPR Workshop on Fair, Data Efficient and Trusted Computer Vision, Washington, Seattle, USA, 2020 

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Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics


Dec 04, 2019
Ignacio Serna, Aythami Morales, Julian Fierrez, Manuel Cebrian, Nick Obradovich, Iyad Rahwan


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