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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

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2 results for “GADD”

From Scores to Gibbs Correctors: Accelerating Uniform-Rate Discrete Diffusion Modelscs.LG

GADD accelerates uniform-rate discrete diffusion models by 2 orders of magnitude.

problem Slow sampling in uniform-rate discrete diffusion models.

method Gibbs-based corrector (GADD) that constructs Gibbs posterior likelihoods directly from the concrete score function.

result Achieves an overall sampling complexity of

\mathcal{O}(\mathrm{polylog} (\varepsilon^{-1}))

discrete diffusion models sampling acceleration Gibbs posterior uniform-rate models GADD

2026-05-26abs ↗pdf ↗

(0,2) Dualities and the 4-Simplexhep-th

We propose that a simple, Lagrangian 2d $\mathcal{N}=(0, 2)$ duality interface between the 3d $\mathcal{N}=2$ XYZ model and 3d $\mathcal{N}=2$ SQED can be associated to the simplest triangulated 4-manifold: the 4-simplex. We then begin to flesh out a dictionary between more general triangulated 4-manifolds with boundar…

2019-05-13abs ↗pdf ↗