230 citations · 230 across the 1 of their papers we have counts for
2 papers
cs.CV2019★ 230 cited
Towards Fairer Datasets: Filtering and Balancing the Distribution of the People Subtree in the ImageNet Hierarchy
Kaiyu Yang, Klint Qinami, Li Fei-Fei +2
Computer vision technology is being used by many but remains representative of only a few. People have reported misbehavior of computer vision models, including offensive predictio…
cs.CV2019
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…