2 papers
cs.CV2021
Reducing Racial Bias in Facial Age Prediction using Unsupervised Domain Adaptation in Regression
Apoorva Gokhale, Astuti Sharma, Kaustav Datta +1
We propose an approach for unsupervised domain adaptation for the task of estimating someone's age from a given face image. In order to avoid the propagation of racial bias in most…
cs.CV2021
Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation
Astuti Sharma, Tarun Kalluri, Manmohan Chandraker
Domain adaptation deals with training models using large scale labeled data from a specific source domain and then adapting the knowledge to certain target domains that have few or…