Dora
Zhao

Profile

Dora is an AI engineer, with a focus on AI Ethics, at Sony AI. She began her work at Sony AI as a research intern on the AI Ethics team, where she worked on using synthetic methods to balance datasets. Prior to joining Sony AI, Dora received her Bachelor’s and Master’s degrees in Materials Science & Engineering (MSE), with a focus on Computer Science, at Princeton University. Her research interests span computer vision and machine learning fairness as well as human-computer interaction.

Publications

Men Also Do Laundry: Multi-Attribute Bias Amplification

NeurIPS, 2022
Dora Zhao, Jerone T. A. Andrews, Alice Xiang

As computer vision systems become more widely deployed, there is increasing concern from both the research community and the public that these systems are not only reproducing but amplifying harmful social biases. The phenomenon of bias amplification, which is the focus of t…

Men Also Do Laundry: Multi-Attribute Bias Amplification

ECCV, 2022
Dora Zhao, Jerone T. A. Andrews, Alice Xiang

As computer vision systems become more widely deployed, there is increasing concern from both the research community and the public that these systems are not only reproducing but amplifying harmful social biases. The phenomenon of bias amplification, which is the focus of t…

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