Using Positive Matching Contrastive Loss with Facial Action Units to mitigate bias in Facial Expression Recognition

Varsha Suresh, Desmond C. Ong

Machine learning models automatically learn discriminative features from the data, and are therefore susceptible to learn strongly-correlated biases, such as using protected attrib…