Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings

no code implementations • 6 Sep 2018 • Mohsan Alvi, Andrew Zisserman, Christoffer Nellaker

We demonstrate on this dataset, for a number of facial attribute classification tasks, that we are able to remove racial biases from the network feature representation.

Attribute Classification +3