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.
However, the image and text domains differ substantially, making it nontrivial to directly transfer such techniques
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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.