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Paper Citation Record · LEDGER

Generative Uncertainty in Diffusion Models

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2502.20946.

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

pith.paper-citation-record.v1
2502.20946 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T04:11:42.050919Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T21:56:16.222745Z

Reference resolution

0 of 0 outbound references displayed

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  • verified fuzzy0
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  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0d2afdb0-c41b-4d1b-8646-e3941fcaab3e · inbound

Variational Control for Guidance in Diffusion Models cites this paper.

Variational Control for Guidance in Diffusion Models Generative Uncertainty in Diffusion Models

Reference 5

Resolution
malformed identifier
no resolver link, observed 2026-08-09T04:11:42.050919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:11:42.050919Z digest=sha256:83be0b062db1239af252c38501dab74c7c3e56b66b2c81178888ac0434177bc6

Observation baef8a70-5536-426f-9b6e-38a6261828b9 · inbound

Uncertainty-Aware Distribution-to-Distribution Flow Matching for Scientific Imaging cites this paper.

Uncertainty-Aware Distribution-to-Distribution Flow Matching for Scientific Imaging Generative Uncertainty in Diffusion Models

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-15T01:13:26.205688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-15T01:10:58.387873Z digest=sha256:b53ea46b908808765f3d2aa7844aa559378c78148624be24f5f45fcee8124423

Observation 720a647a-5e6e-4b41-b6b9-a480ad187141 · inbound

Uncertainty-Aware Distribution-to-Distribution Flow Matching for Scientific Imaging cites this paper.

Uncertainty-Aware Distribution-to-Distribution Flow Matching for Scientific Imaging Generative Uncertainty in Diffusion Models

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-22T10:51:26.651718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-22T10:47:17.517366Z digest=sha256:1dac44ee34406fb95526b935bc5c2cce1f8f754ec781dab16222fa6b676a9297

Observation fe79bb70-953f-4422-bd2d-e2cf4205d6ce · inbound

Replica Theory of Spherical Boltzmann Machine Ensembles cites this paper.

Replica Theory of Spherical Boltzmann Machine Ensembles Generative Uncertainty in Diffusion Models

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:21:05.303820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-10T03:49:30.600467Z digest=sha256:8e8bd8850f117789be533e4eee6a548f1ecd41ab749b97e3f941c0bcba06aa11

Observation 07f7f437-8007-4199-bbb2-32e4f2e29cf5 · inbound

Uncertainty in a Single Pass: A Closed-Form Identity for One-Step Flow Matching cites this paper.

Uncertainty in a Single Pass: A Closed-Form Identity for One-Step Flow Matching Generative Uncertainty in Diffusion Models

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-22T10:34:47.423139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-22T10:32:30.097302Z digest=sha256:a192363d1e7be8fb40885ed482261bbccbd0d1e1b022b834cc5f2a77a6691fb0

Observation fdea7c77-eb35-40ee-9efd-00806b512ab6 · inbound

Uncertainty in a Single Pass: A Closed-Form Identity for One-Step Flow Matching cites this paper.

Uncertainty in a Single Pass: A Closed-Form Identity for One-Step Flow Matching Generative Uncertainty in Diffusion Models

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-07-01T08:15:31.393254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-01T08:13:04.323547Z digest=sha256:dbe8a44fb30b838b3fbe2ad4a736537a2c2fc0312eeea70d0be3a4fba1ca7788

Observation 48b6799b-e81a-4961-8d00-ff76165790f8 · inbound

Spherical Boltzmann machines: a solvable theory of learning and generation in energy-based models cites this paper.

Spherical Boltzmann machines: a solvable theory of learning and generation in energy-based models Generative Uncertainty in Diffusion Models

Reference 113

Resolution
verified exact
arxiv_id, observed 2026-05-12T02:11:15.777204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-12T02:09:17.888803Z digest=sha256:9ea18a837a765dd7a6d5d20475bf68fcce00c4a5131708f5834e7e55c5b9998e

Observation 9c64822f-78d7-4d06-af74-49205fd68382 · inbound

Flowing with Confidence cites this paper.

Flowing with Confidence Generative Uncertainty in Diffusion Models

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-20T08:23:08.649866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-20T08:22:51.222059Z digest=sha256:54bdde4472eb2ffa42171636df6889dd40000973d393cc4ce87cc714792d9b63

Observation 9bc68d3c-68f3-4963-a596-12cd010294bb · inbound

Uncertainty-Calibrated Diffusion for Reliable 3D Molecular Graph Generation cites this paper.

Uncertainty-Calibrated Diffusion for Reliable 3D Molecular Graph Generation Generative Uncertainty in Diffusion Models

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-07-01T21:56:16.224325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-28T15:56:09.312666Z digest=sha256:bc4ef68d00b8e6c52858ad716b74586f25a5000fe60f994b2bb57cd8d6e27b54

Observation 44dadcd5-5fd4-441d-881f-f0630eb13703 · inbound

The Geometry of Flow-Matching Uncertainty: A Cost-free Uncertainty Proxy and Its Application in Flow-based VLA Failure Detection cites this paper.

The Geometry of Flow-Matching Uncertainty: A Cost-free Uncertainty Proxy and Its Application in Flow-based VLA Failure Detection Generative Uncertainty in Diffusion Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T04:30:16.347446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:30:16.347446Z digest=sha256:fda3143c53ce7912b7df0ab095893c037aad1de1dfd91df261c1d3c4dc6fc20a