Yingdong Shi

Dissecting and Mitigating Diffusion Bias via Mechanistic Interpretability

2025

Diffusion models have demonstrated impressive capabilities in synthesizing diverse content. However, despite their high-quality outputs, these models often perpetuate social biases, including those related to gender and race. These biases can potentially contribute to harmful …