Paper Citation Record · LEDGER

Fast Score-Based Sampling via Log-Concave Reductions

As of 9 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2512.24152.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2512.24152 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T13:36:16.126930Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0be1ba26-b6ff-4a6f-9c8c-be1b23ccffd3 · outbound

This paper cites Stochastic Interpolants: A Unifying Framework for Flows and Diffusions.

Fast Score-Based Sampling via Log-Concave Reductions Stochastic Interpolants: A Unifying Framework for Flows and Diffusions

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:13.354749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ac679d9-b798-4618-b7af-24080ac65c1e · outbound

This paper cites Convergence of Diffusion Models Under the Manifold Hypothesis in High-Dimensions.

Fast Score-Based Sampling via Log-Concave Reductions Convergence of Diffusion Models Under the Manifold Hypothesis in High-Dimensions

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:13.734744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa58cfdf-d999-487c-9cc8-a6a178219a7b · outbound

This paper cites KL Convergence Guarantees for Score diffusion models under minimal data assumptions.

Fast Score-Based Sampling via Log-Concave Reductions KL Convergence Guarantees for Score diffusion models under minimal data assumptions

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:14.425771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03964175-1ba8-4dcb-80f3-e66077e73a53 · outbound

This paper cites Score Approximation, Estimation and Distribution Recovery of Diffusion Models on Low-Dimensional Data.

Fast Score-Based Sampling via Log-Concave Reductions Score Approximation, Estimation and Distribution Recovery of Diffusion Models on Low-Dimensional Data

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:14.957638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2981070c-1bd3-408f-b740-73ce07777a08 · outbound

This paper cites Minimax Optimality of the Probability Flow ODE for Diffusion Models.

Fast Score-Based Sampling via Log-Concave Reductions Minimax Optimality of the Probability Flow ODE for Diffusion Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:15.126645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44d51322-70f3-4c8b-addb-1d02cb84072b · outbound

This paper cites An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization.

Fast Score-Based Sampling via Log-Concave Reductions An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:15.364750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f2bed86-b491-4d96-a098-7cf3e88167c5 · outbound

This paper cites Query lower bounds for log-concave sampling.

Fast Score-Based Sampling via Log-Concave Reductions Query lower bounds for log-concave sampling

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:15.474745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 192c4f91-df63-4185-85bc-b92d9702b9da · outbound

This paper cites Towards Faster Non-Asymptotic Convergence for Diffusion-Based Generative Models.

Fast Score-Based Sampling via Log-Concave Reductions Towards Faster Non-Asymptotic Convergence for Diffusion-Based Generative Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:15.764744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ab5795b-ca8f-4c7d-b51d-846d6ae57f51 · outbound

This paper cites A Simple Proof of the Mixing of Metropolis-Adjusted Langevin Algorithm under Smoothness and Isoperimetry.

Fast Score-Based Sampling via Log-Concave Reductions A Simple Proof of the Mixing of Metropolis-Adjusted Langevin Algorithm under Smoothness and Isoperimetry

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:15.876867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d3aa0ed-2a30-4142-9f42-be1fe78e390b · outbound

This paper cites Benton, V.

Fast Score-Based Sampling via Log-Concave Reductions Benton, V

Reference 1982

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:13.961658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3298b6aa-ae42-40f7-a709-2a1dcb00bbaa · outbound

This paper cites Huang, Y.

Fast Score-Based Sampling via Log-Concave Reductions Huang, Y

Reference 1986

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:15.664743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d13157d-5106-4f4b-b98c-1a7282e25106 · outbound

This paper cites Rapid Convergence of the Unadjusted Langevin Algorithm: Isoperimetry Suffices.

Fast Score-Based Sampling via Log-Concave Reductions Rapid Convergence of the Unadjusted Langevin Algorithm: Isoperimetry Suffices

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:16.014744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f031b6d8-b75b-495c-b10d-e288edc2acf6 · outbound

This paper cites an unresolved cited work.

Fast Score-Based Sampling via Log-Concave Reductions Unresolved cited work

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:15.574746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95c5cc39-89ce-43de-a73d-6e6544c29a14 · outbound

This paper cites The probability flow ODE is provably fast.

Fast Score-Based Sampling via Log-Concave Reductions The probability flow ODE is provably fast

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:14.304744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 970c2baa-9697-4eb7-bcd0-d25477c225ab · outbound

This paper cites Linear Convergence of Diffusion Models Under the Manifold Hypothesis.

Fast Score-Based Sampling via Log-Concave Reductions Linear Convergence of Diffusion Models Under the Manifold Hypothesis

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:15.947608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5038599c-4058-4f31-865d-8fb2a2f67ffe · outbound

This paper cites Faster high-accuracy log-concave sampling via algorithmic warm starts.

Fast Score-Based Sampling via Log-Concave Reductions Faster high-accuracy log-concave sampling via algorithmic warm starts

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:13.565126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c05dc99e-1b7c-48d3-9991-3b084fbe7508 · outbound

This paper cites Error Bounds for Flow Matching Methods.

Fast Score-Based Sampling via Log-Concave Reductions Error Bounds for Flow Matching Methods

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:14.124739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f08175fa-36d2-4fa9-8a69-2c22e97e7d4d · outbound

This paper cites an unresolved cited work.

Fast Score-Based Sampling via Log-Concave Reductions Unresolved cited work

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T13:36:16.126930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.