Demographic Fairness Transformer for Bias Mitigation in Face Recognition
International Joint Conference on Biometrics（2024）
关键词
Face Recognition,Bias Mitigation,Demographic Data,Convolutional Neural Network,Average Accuracy,Recognition Accuracy,Probability Weighting,Image Transformation,Data Acquisition Process,Pre-trained Convolutional Neural Network,Average Recognition Accuracy,Training Data,Group Data,Input Image,Attention Mechanism,Difference In Accuracy,Deep Convolutional Neural Network,Feed-forward Network,Demographic Groups,Image Preprocessing,Algorithmic Bias,Standard Deviation Of Accuracy,Identity Labels,Second Set Of Experiments,Demographic Attributes,First Set Of Experiments,Noisy Training,Encoder Block,Post-processing Stage,Decoder Module
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