Is Monotonic Sampling Necessary in Diffusion Models?

ArXi:2605.11773v1 Announce Type: cross Diffusion models generate samples by iteratively denoising a Gaussian prior, traversing a sequence of noise levels that, in every published sampler, decreases monotonically. Six years of intensive work has refined nearly every aspect of this recipe, including the corruption operator, the