Julia Kaiwen Lau

GENIE: Socially Unbiased Generative Text-to-Image Editing

Generative diffusion models often exhibit societal biases in sensitive personal attributes such as age, gender, and race. In this work, we describe GENIE – a method to reduce such biases in a variety of classifier-free diffusion models used for image editing. Our method implicitly incorporates debia…