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Arxiv
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Why Masking Diffusion Works: Condition on the Jump Schedule for Improved Discrete Diffusion
- Discrete diffusion models gradually undo noise with Markov process
- Masking diffusion model performs best despite not denoising gradually
- Masking diffusion utilizes fundamental difference in discrete Markov processes
- Schedule-conditioned discrete diffusion (SCUD) outperforms masking diffusion
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