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Then next, forq(x), X y∈V f(x, y) =q(x)α(x) X y∈V δx(y) +q(x)(1−α(x)) X x∈V r(y)(22) =q(x)α(x) +q(x)(1−α(x)) =q(x)(23) So it satisfies the definition of Coupling · 2002

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Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation

cs.CV · 2025-10-28 · unverdicted · novelty 6.0

Speculative Coupled Decoding stabilizes draft sampling in Speculative Jacobi Decoding via an information-theoretic coupling step, delivering up to 4.2x image and 13.6x video speedups with no quality loss or training.

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Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation cs.CV · 2025-10-28 · unverdicted · none · ref 28
Speculative Coupled Decoding stabilizes draft sampling in Speculative Jacobi Decoding via an information-theoretic coupling step, delivering up to 4.2x image and 13.6x video speedups with no quality loss or training.

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