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12/22/2021
EyePAD++: A Distillation-based approach for joint Eye Authentication and Presentation Attack Detection using Periocular Images
A practical eye authentication (EA) system targeted for edge devices nee...
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12/17/2021
Distill and De-bias: Mitigating Bias in Face Recognition using Knowledge Distillation
Face recognition networks generally demonstrate bias with respect to sen...
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08/09/2021
PASS: Protected Attribute Suppression System for Mitigating Bias in Face Recognition
Face recognition networks encode information about sensitive attributes ...
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06/14/2020
An adversarial learning algorithm for mitigating gender bias in face recognition
State-of-the-art face recognition networks implicitly encode gender info...
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02/14/2020
Single Unit Status in Deep Convolutional Neural Network Codes for Face Identification: Sparseness Redefined
Deep convolutional neural networks (DCNNs) trained for face identificati...
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10/12/2019
How are attributes expressed in face DCNNs?
As deep networks become increasingly accurate at recognizing faces, it i...
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03/04/2019
On measuring the iconicity of a face
For a given identity in a face dataset, there are certain iconic images ...
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11/20/2018