Trust-Region Noise Search for Black-Box Alignment of Diffusion and Flow Models

Niklas Schweiger, Daniel Cremers, Karnik Ram

Optimizing the noise samples of diffusion and flow models is an increasingly popular approach to align these models to target rewards at inference time. However, we observe that th…