Paper Citation Record · LEDGER

The Entropic Signature of Class Speciation in Diffusion Models

As of 10 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 3 inbound Pith citation observations for arXiv:2602.09651.

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

pith.paper-citation-record.v1
2602.09651 v2

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T02:53:14.657320Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T08:37:24.327812Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

9 of 9 outbound references displayed

verified exact0
verified fuzzy0
unresolved8
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation d7f68c4d-4088-4b34-9d8b-94aac16b6d6f · outbound

This paper cites an unresolved cited work.

The Entropic Signature of Class Speciation in Diffusion Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T02:53:14.198549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0045ec6-edef-4f01-b828-88dd34c2f77e · outbound

This paper cites an unresolved cited work.

The Entropic Signature of Class Speciation in Diffusion Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T02:53:14.321495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcbe1a5d-2ab8-4eec-99c6-f6f470d0731a · outbound

This paper cites Estimation entropy profiles using guidanceUnder guidance, the entropy in Eq.

The Entropic Signature of Class Speciation in Diffusion Models Estimation entropy profiles using guidanceUnder guidance, the entropy in Eq

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T02:53:14.422770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 312d84f8-3a3e-41b7-964d-b0d734d55825 · outbound

This paper cites an unresolved cited work.

The Entropic Signature of Class Speciation in Diffusion Models Unresolved cited work

Reference 2016

Resolution: malformed identifier; no resolver link, observed 2026-08-03T02:53:14.657320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcfd4312-5bd6-48aa-9f07-48e8f4a83ceb · outbound

This paper cites Classifier-Free Diffusion Guidance.

The Entropic Signature of Class Speciation in Diffusion Models Classifier-Free Diffusion Guidance

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-03T02:53:12.586297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a385ba0-b554-4406-9bd6-ced9727f8109 · outbound

This paper cites All images were generated using a stochastic DDIM sampler (Song et al., 2021a) (NFE=100) with a standard DDPM scheduler (Ho et al., 2020).

The Entropic Signature of Class Speciation in Diffusion Models All images were generated using a stochastic DDIM sampler (Song et al., 2021a) (NFE=100) with a standard DDPM scheduler (Ho et al., 2020)

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T02:53:14.534056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4e7be22-5f76-4553-9716-c83538b0530c · outbound

This paper cites Posterior Sampling in High Dimension via Diffusion Processes.

The Entropic Signature of Class Speciation in Diffusion Models Posterior Sampling in High Dimension via Diffusion Processes

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T02:53:13.970822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d317a8a7-d4e7-4a0b-abff-17ac6a2781be · outbound

This paper cites Sampling, Diffusions, and Stochastic Localization.

The Entropic Signature of Class Speciation in Diffusion Models Sampling, Diffusions, and Stochastic Localization

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T02:53:13.859162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 407683ea-f8da-449b-872e-5aabe03dbe6a · outbound

This paper cites Diffusion models are kelly gamblers.

The Entropic Signature of Class Speciation in Diffusion Models Diffusion models are kelly gamblers

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T02:53:14.061075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0e346b4b-9f97-456e-a404-8c8583e0d928 · inbound

How Out-of-Equilibrium Phase Transitions can Seed Pattern Formation in Trained Diffusion Models cites this paper.

How Out-of-Equilibrium Phase Transitions can Seed Pattern Formation in Trained Diffusion Models The Entropic Signature of Class Speciation in Diffusion Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-02T04:04:48.990736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0e34fa96-800c-48fd-b16e-389a4303555a · inbound

How Out-of-Equilibrium Phase Transitions can Seed Pattern Formation in Trained Diffusion Models cites this paper.

How Out-of-Equilibrium Phase Transitions can Seed Pattern Formation in Trained Diffusion Models The Entropic Signature of Class Speciation in Diffusion Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-06-02T04:04:48.990736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c792298e-d8c5-4d92-97bc-526c779f7c9f · inbound

Concurrence of Symmetry Breaking and Nonlocality Phase Transitions in Diffusion Models cites this paper.

Concurrence of Symmetry Breaking and Nonlocality Phase Transitions in Diffusion Models The Entropic Signature of Class Speciation in Diffusion Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-02T04:04:48.990736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.