How I Met Your Bias: Investigating Bias Amplification in Diffusion Models

Nathan Roos, Ekaterina Iakovleva, Ani Gjergji +2

Diffusion-based generative models demonstrate state-of-the-art performance across various image synthesis tasks, yet their tendency to replicate and amplify dataset biases remains…