Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation

Zeyu Wang, Klint Qinami, Ioannis Christos Karakozis +4

Computer vision models learn to perform a task by capturing relevant statistics from training data. It has been shown that models learn spurious age, gender, and race correlations…