Bias Estimation in Face Analytics


Exploring Bias in Primate Face Detection and Recognition
Sanchit Sinha,
Mohit Agarwal,
Mayank Vatsa,
Richa Singh,
Saket Anand
[pdf]
[bibtex]
@InProceedings{Sinha_2018_ECCV_Workshops},
author = {Sinha, Sanchit and Agarwal, Mohit and Vatsa, Mayank and Singh, Richa and Anand, Saket},
title = {Exploring Bias in Primate Face Detection and Recognition},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings
Mohsan Alvi,
Andrew Zisserman,
Christoffer Nellaaker
[pdf]
[bibtex]
@InProceedings{Alvi_2018_ECCV_Workshops},
author = {Alvi, Mohsan and Zisserman, Andrew and Nellaaker, Christoffer},
title = {Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Mitigating Bias in Gender, Age and Ethnicity Classification: a Multi-Task Convolution Neural Network Approach
Abhijit Das,
Antitza Dantcheva,
Francois Bremond
[pdf]
[bibtex]
@InProceedings{Das_2018_ECCV_Workshops},
author = {Das, Abhijit and Dantcheva, Antitza and Bremond, Francois},
title = {Mitigating Bias in Gender, Age and Ethnicity Classification: a Multi-Task Convolution Neural Network Approach},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}