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Paper Citation Record · LEDGER

Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions

As of 19 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 2 inbound Pith citation observations for arXiv:2505.03194.

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

pith.paper-citation-record.v1
2505.03194 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:04:00.100273Z

measured 14 of 14 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 2026-08-07T13:35:51.525957Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T12:43:39.366485Z

Reference resolution

12 of 12 outbound references displayed

  • verified exact1
  • verified fuzzy2
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2115a575-e28f-466b-93f9-7421fdc1a65b · outbound

This paper cites (2023), we allow different choices of noise schedule in Algorithm.

Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions (2023), we allow different choices of noise schedule in Algorithm

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:04:00.273724Z

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.

source=pdf_text observed=2026-08-16T00:04:00.092625Z digest=sha256:69f5f402e7a4c79107a6cd4bbc682528d630bf43820a25a7810fa4a29f48d338

Observation 4b3572e5-a730-4b59-bdb8-d5deee7427dd · outbound

This paper cites an unresolved cited work.

Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:04:00.260682Z

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.

source=pdf_text observed=2026-08-16T00:04:00.096440Z digest=sha256:4f0e220f4188b4e80dea57ac206540aa83aaac4fe93d068a326a72064e1d9aab

Observation be1d985d-ff91-4a07-b2eb-e9bf7f5babe6 · outbound

This paper cites Accelerating Convergence of Score-Based Diffusion Models, Provably.

Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions Accelerating Convergence of Score-Based Diffusion Models, Provably

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-16T00:04:00.072135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:04:00.072135Z digest=sha256:bdb6740be6a38d7ff6fc46ce890271f4de5276477702eb4f0859afd001c48b7f

Observation 4bee06f8-0d34-41fa-9c32-011be23b2657 · outbound

This paper cites Convergence guarantee for consistency models.

Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions Convergence guarantee for consistency models

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-16T00:04:00.164131Z

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.

source=pdf_text observed=2026-08-16T00:04:00.080892Z digest=sha256:b93519dcc418b0e2badac85cef2dc40170d5801b896e2f3febec89f250d7417b

Observation 3fc7c012-22c1-432f-802a-17ecdc69980b · outbound

This paper cites GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation.

Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-16T00:04:00.088768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:04:00.088768Z digest=sha256:b8380bc7dc70f6e489eee4fef93bc2c0dcafb368ed1fefc78bb02c70f64eae57

Observation 6c0cfc6f-a9e7-4973-94c6-d9affe337984 · outbound

This paper cites We complete the proof for part (i).

Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions We complete the proof for part (i)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:04:00.248044Z

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.

source=pdf_text observed=2026-08-16T00:04:00.100273Z digest=sha256:69ba174f5178959d93d824e55149e010a77f136308a40056e5152c2c56a5495e

Observation c62af83a-40d6-46f0-8d3d-8f07fd083933 · outbound

This paper cites Training Diffusion Models with Reinforcement Learning.

Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions Training Diffusion Models with Reinforcement Learning

Reference 2014

Resolution
unresolved
no resolver link, observed 2026-08-16T00:04:00.053419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:04:00.053419Z digest=sha256:166fff07a70e78cce15fba994b31160496b3ab3ae8e7a34582ec08d76f1068db

Observation b1196064-270d-4bfc-829b-59ed1743fed0 · outbound

This paper cites Convergence Analysis of Probability Flow ODE for Score-based Generative Models.

Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions Convergence Analysis of Probability Flow ODE for Score-based Generative Models

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-16T00:04:00.058612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:04:00.058612Z digest=sha256:a1355c435859b72c0ad122e87e5c04c35472065d6a7c849e8d8c3d6847afaeaa

Observation 6bb6a082-1874-4459-99fc-35cc6252c00e · outbound

This paper cites Consistency Models.

Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions Consistency Models

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-16T00:04:00.084722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:04:00.084722Z digest=sha256:1d314fbbefaa0c3e38c6faa26e4941b786f29cbe5a9025df794d9c301a1c07c8

Observation 3a19462b-bfcb-4390-95a4-8fadfbb6a6e5 · outbound

This paper cites Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference.

Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-16T00:04:00.076250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:04:00.076250Z digest=sha256:3987ad9b579c2e82c732b3a30650803ef330456a4e0f3fdf6a3e0c9ca674a654

Observation c70bc8ac-18a2-49ea-a5ff-9faf1eb2f336 · outbound

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

Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions Towards Faster Non-Asymptotic Convergence for Diffusion-Based Generative Models

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-16T00:04:00.067287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:04:00.067287Z digest=sha256:4bab2efe9e9b28de6e25db1569059365873c126ffa39aaa40e241e7811bff309

Observation e2a094f5-9e0d-4665-b6fc-49ffb518ee59 · outbound

This paper cites Planning with Diffusion for Flexible Behavior Synthesis.

Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions Planning with Diffusion for Flexible Behavior Synthesis

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-16T00:04:00.062956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:04:00.062956Z digest=sha256:8d63a0fb3da87b69d5cc86fb996300ef347f7d77d321bf849523a58e43f476ef

Pith citing papers

Observation ea71e4fa-c31d-4f4c-b869-de15b8fee1fb · inbound

Efficient Controllable Diffusion via Optimal Classifier Guidance cites this paper.

Efficient Controllable Diffusion via Optimal Classifier Guidance Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T13:35:51.525957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:51.525957Z digest=sha256:1723bb41bc25237272a984c26612fa7a9cf4266a2e7b6df549fd9b13edcebfc6

Observation 629d3e42-00dc-4ad0-8187-62b186a79427 · inbound

A Continuous-Time Consistency Model for 3D Point Cloud Generation cites this paper.

A Continuous-Time Consistency Model for 3D Point Cloud Generation Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-05T12:43:39.444005Z

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.

source=pdf_text observed=2026-08-05T12:43:31.521917Z digest=sha256:b9668df312418803426adb83d3074b392dfcd8a3fbf8068d1ea979a1283f6ddd