Below is an illustration of denoising using a Product of Gaussian Mixture Diffusion Model. Upon changing the noise level with the slider on top, the noisy image (top), the potential functions and their gradient (middle), and the denoised image (bottom) update.

Noisy Image
Denoised Image
Denoised Image