OeMDM unifies masked diffusion, autoregressive, and block diffusion models under various generation orders; LoMDM jointly optimizes ordering and diffusion backbone from scratch and outperforms prior discrete diffusion models on language benchmarks.
(2024); Sahoo et al
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Unifying Masked Diffusion Models with Various Generation Orders and Beyond
OeMDM unifies masked diffusion, autoregressive, and block diffusion models under various generation orders; LoMDM jointly optimizes ordering and diffusion backbone from scratch and outperforms prior discrete diffusion models on language benchmarks.