Stochasticity in discrete diffusion transitions induces error correction via redundant symmetric mass exchanges that provably contract sampling errors, enabling DCRS to improve speed-quality tradeoffs with fewer function evaluations on image and language tasks.
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On the Error-Correcting Effects of Stochasticity in Discrete Diffusion
Stochasticity in discrete diffusion transitions induces error correction via redundant symmetric mass exchanges that provably contract sampling errors, enabling DCRS to improve speed-quality tradeoffs with fewer function evaluations on image and language tasks.