Denoising Monte Carlo Renders with Diffusion Models

Vaibhav Vavilala, Rahul Vasanth, David Forsyth

Physically-based renderings contain Monte Carlo noise, with variance that increases as the number of rays per pixel decreases. This noise, while zero-mean for good modern renderers…