Reducing Racial Bias in Facial Age Prediction using Unsupervised Domain Adaptation in Regression

no code implementations • 5 Apr 2021 • Apoorva Gokhale, Astuti Sharma, Kaustav Datta, Savyasachi

Exploiting the ordinality of age, we also impose ranking constraints on the prediction of the model and design our model such that it takes as input a pair of images, and outputs both the relative age difference and the rank of the first identity with respect to the other in terms of their ages.

regression Unsupervised Domain Adaptation