Loopholing Discrete Diffusion: Deterministic Bypass of the Sampling Wall
arXiv:2510.19304v3 Announce Type: replace
Abstract: Discrete diffusion models offer a promising alternative to autoregressive generation through parallel decoding, but they suffer from a sampling wall: once categorical sampling occurs, rich distributi…