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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of the European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}