Paper Citation Record · LEDGER

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees

As of 19 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 2 inbound Pith citation observations for arXiv:2505.01049.

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

pith.paper-citation-record.v1
2505.01049 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:38:28.590112Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:45:09.778005Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T17:45:11.960438Z

Reference resolution

37 of 37 outbound references displayed

verified exact0
verified fuzzy3
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ef1b0683-6264-4a65-a065-401359024519 · outbound

This paper cites D., Doucet, A., and Deligiannidis, G.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees D., Doucet, A., and Deligiannidis, G

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:27.848591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5c7f57d-cf5e-441b-a84a-9964bea9bf96 · outbound

This paper cites Nearly $d$-Linear Convergence Bounds for Diffusion Models via Stochastic Localization.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Nearly $d$-Linear Convergence Bounds for Diffusion Models via Stochastic Localization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:27.937212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04c9951b-521c-4561-8091-6476f14de434 · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:27.947127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e5521ca-0a34-4475-865c-e7d7b7dca952 · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:38:29.529959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 11a7cee1-dcb0-49eb-bff8-0160bd9e16ae · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:38:29.451237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 29584933-0059-4847-8454-b2cb5a2e369b · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:38:29.435290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c2492ae0-b84b-4598-ba43-60ec8d5b4664 · outbound

This paper cites T., and Shah, M.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees T., and Shah, M

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:27.969623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebabadbf-7532-4294-81ae-caf7fce7cf3d · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:38:29.406801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dbf40acb-15db-40ab-ad23-b21a2969797d · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:38:29.379516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d3074ee0-b087-4ba7-ae44-843b27751d8a · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:38:29.257938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 459ecc60-0ef6-4ce6-b87b-2a78d510f77e · outbound

This paper cites Convergence Analysis for General Probability Flow ODEs of Diffusion Models in Wasserstein Distances.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Convergence Analysis for General Probability Flow ODEs of Diffusion Models in Wasserstein Distances

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.050924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d78a3f8e-f4d9-40e7-bea2-8aef403ec6a7 · outbound

This paper cites G., Hotzel, I., Lafrance-Vanasse, J., Rajpal, A., Cho, K., and Wilson, A.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees G., Hotzel, I., Lafrance-Vanasse, J., Rajpal, A., Cho, K., and Wilson, A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:38:29.242021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4b454bd0-f077-4f35-ac68-64c4bc3f5164 · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:38:29.227069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e9254586-07a6-41fb-829b-1d400965517b · outbound

This paper cites Multistep Consistency Models.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Multistep Consistency Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.108224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e9c4669-c000-4169-9667-b84b66544ab1 · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.113367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a770f14b-7087-4cbd-a398-25a369812914 · outbound

This paper cites Z., Huang, J., and Lin, Z.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Z., Huang, J., and Lin, Z

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:38:29.199796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 08de7a7d-1f39-461a-be8d-87f9eb0abf77 · outbound

This paper cites Reverse Transition Kernel: A Flexible Framework to Accelerate Diffusion Inference.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Reverse Transition Kernel: A Flexible Framework to Accelerate Diffusion Inference

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.121973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 305d86fe-c4a8-455b-a017-627c5e741d82 · outbound

This paper cites Convergence for score-based generative modeling with polynomial complexity.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Convergence for score-based generative modeling with polynomial complexity

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.158853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 120b6e0a-487a-4d03-833a-af331cae772b · outbound

This paper cites Towards a mathematical theory for consistency training in diffusion models.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Towards a mathematical theory for consistency training in diffusion models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.190980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 794d4e0c-2b38-4dd1-bf68-c8d7b2589c4a · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.206727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdf2a39d-9451-406c-b4b7-a0f923e02451 · outbound

This paper cites A Sharp Convergence Theory for The Probability Flow ODEs of Diffusion Models.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees A Sharp Convergence Theory for The Probability Flow ODEs of Diffusion Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.211774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db694f73-0646-4c65-a22f-6d40fbe72e4d · outbound

This paper cites O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal Assumptions.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal Assumptions

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.217603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c7851bc-a362-43f9-ab86-04dc2aa6795a · outbound

This paper cites Unified Convergence Analysis for Score-Based Diffusion Models with Deterministic Samplers.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unified Convergence Analysis for Score-Based Diffusion Models with Deterministic Samplers

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.222335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28f9e4c3-fd32-4f8d-b09a-cc4161a4cb39 · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.227475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 653154f5-4a27-4fbe-b69f-8a307d199e62 · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:38:29.165637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3746223f-a9ab-46c4-92f1-ae8a0cfd7c07 · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:38:29.150494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ff67810e-5bff-4df6-b4f4-2f3403a6668f · outbound

This paper cites GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.342404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e5b55fa-cf75-4c1d-941f-5f337d4271db · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.347328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c2df3d1-0532-4fc1-bed8-08112339b4ad · outbound

This paper cites Denoising Diffusion Implicit Models.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Denoising Diffusion Implicit Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.353444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 779cd0c1-f189-4139-a08f-4fd583db1e11 · outbound

This paper cites Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.358290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d304497c-c2b0-4a7e-b546-1ca0f8cb1324 · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:38:29.065019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3bcd8fcf-88e4-474e-bdaa-01261a22cc08 · outbound

This paper cites and Ermon, S.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees and Ermon, S

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.409409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d0d17f9-aacb-4248-887e-b5f09289224d · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:38:29.005669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5dc2faaf-128e-44ac-b933-3b0ff2db8524 · outbound

This paper cites P., Kumar, A., Ermon, S., and Poole, B.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees P., Kumar, A., Ermon, S., and Poole, B

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:38:28.988681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8f873e68-7271-481a-a620-9579eed95655 · outbound

This paper cites Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.580371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 767ce1e8-e8fa-4b4b-b255-8c92522c8367 · outbound

This paper cites Fast Sampling of Diffusion Models with Exponential Integrator.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Fast Sampling of Diffusion Models with Exponential Integrator

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:28.585307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5075d7b-9467-4d53-98bc-1185fa05519a · outbound

This paper cites an unresolved cited work.

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:38:28.880669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 1bba731d-76eb-4121-af4e-83de0ed3d327 · inbound

A Sharp KL-Convergence Analysis for Diffusion Models under Minimal Assumptions cites this paper.

A Sharp KL-Convergence Analysis for Diffusion Models under Minimal Assumptions Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-05T17:45:12.024797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 569c164f-a15d-417b-9b66-dd1e61198c8d · inbound

Consistency Deep Equilibrium Models cites this paper.

Consistency Deep Equilibrium Models Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees

Reference 456

Resolution: unresolved; no resolver link, observed 2026-08-03T05:14:19.262986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.