Denoising Blocks, Not Tokens: Efficient Compressed Continuous Diffusion with Branching Token Realization.

arXiv:2610.09311v1 Announce Type: cross Abstract: Diffusion language models (DLMs) generate text through iterative parallel refinement, offering the potential for higher throughput than autoregressive (AR) decoding. However, most DLMs still maintain one genera