Steering Dynamical Regimes of Diffusion Models by Breaking Detailed Balance

Haiqi Lu, Ying Tang

We show that deliberately breaking detailed balance in generative diffusion processes can accelerate the reverse process without changing the stationary distribution. Considering t…