Paper Citation Record · LEDGER

Research on Anomaly Detection Methods Based on Diffusion Models

As of 18 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2505.05137.

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

pith.paper-citation-record.v1
2505.05137 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:16:11.563307Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

35 of 35 outbound references displayed

verified exact0
verified fuzzy25
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a4a599e2-96a8-4177-a154-2b0fee390ad1 · outbound

This paper cites Anomaly detect ion: A survey.

Research on Anomaly Detection Methods Based on Diffusion Models Anomaly detect ion: A survey

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:12.139077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 791de97e-31e7-4599-abfc-3b125bdff4b5 · outbound

This paper cites N., and Hu, J.

Research on Anomaly Detection Methods Based on Diffusion Models N., and Hu, J

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:12.123499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3ead9ed3-c8cc-4558-9f34-417de2ed2fe4 · outbound

This paper cites Outliers in Statistical Data.

Research on Anomaly Detection Methods Based on Diffusion Models Outliers in Statistical Data

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:12.108651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 24f74d8a-f0e5-4ade-a6be-9cca33109f55 · outbound

This paper cites an unresolved cited work.

Research on Anomaly Detection Methods Based on Diffusion Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:16:12.092017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8f264a17-a512-4ed7-9904-5722e936afca · outbound

This paper cites C., Shawe-Taylor, J., Smola, A.

Research on Anomaly Detection Methods Based on Diffusion Models C., Shawe-Taylor, J., Smola, A

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:12.076872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c759cf31-18d2-45bd-ad61-3aefa85ac4d4 · outbound

This paper cites T., Ting, K.

Research on Anomaly Detection Methods Based on Diffusion Models T., Ting, K

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:12.061951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f7fcfa42-3c38-4212-b3ad-a5e8008f2be9 · outbound

This paper cites Anomaly detection using auto encoders with nonlinear dimensionality reduction.

Research on Anomaly Detection Methods Based on Diffusion Models Anomaly detection using auto encoders with nonlinear dimensionality reduction

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:12.046582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4ca1b665-5c65-4684-8af5-ea4eed3c665c · outbound

This paper cites P ., and Welling, M.

Research on Anomaly Detection Methods Based on Diffusion Models P ., and Welling, M

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:12.030741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f4431b08-7fd7-4763-808c-a16c970a2048 · outbound

This paper cites Generative Adversarial Nets.

Research on Anomaly Detection Methods Based on Diffusion Models Generative Adversarial Nets

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:12.015061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e7ece331-3109-403f-ba02-c2e081b4ab77 · outbound

This paper cites Understanding posterior collapse in g enerative latent variable models.

Research on Anomaly Detection Methods Based on Diffusion Models Understanding posterior collapse in g enerative latent variable models

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.998809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 83ad234a-ac60-4463-b05a-db46bd0f8a0c · outbound

This paper cites Towards Principled Method s for Train- ing GANs.

Research on Anomaly Detection Methods Based on Diffusion Models Towards Principled Method s for Train- ing GANs

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.983303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 248fdc06-15b7-446c-9ae2-a5982ff28dc5 · outbound

This paper cites Deep Unsupervised Learning using Nonequi- librium Thermodynamics.

Research on Anomaly Detection Methods Based on Diffusion Models Deep Unsupervised Learning using Nonequi- librium Thermodynamics

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.968131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 61d366bb-4f6d-452f-933f-f9f11e5ef1f5 · outbound

This paper cites Denoising Diffusion Pro babilistic Mod- els.

Research on Anomaly Detection Methods Based on Diffusion Models Denoising Diffusion Pro babilistic Mod- els

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.952641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 598ef18d-dc35-4b91-b3d7-b8fef70d3273 · outbound

This paper cites Score-based Generative Modelin g through Stochastic Differential Equations.

Research on Anomaly Detection Methods Based on Diffusion Models Score-based Generative Modelin g through Stochastic Differential Equations

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.936928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2f00cb88-caf3-40b0-9691-cbd327022fcf · outbound

This paper cites Q., and Dhariwal, P.

Research on Anomaly Detection Methods Based on Diffusion Models Q., and Dhariwal, P

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.921904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 16cc9bbe-2362-420d-8e7f-8e71ca00de7b · outbound

This paper cites DiffWave: A V ersatile Diffusion Model f or Audio Synthesis.

Research on Anomaly Detection Methods Based on Diffusion Models DiffWave: A V ersatile Diffusion Model f or Audio Synthesis

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.906150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b47b98e5-d943-40c1-93a1-8b29c1b77de0 · outbound

This paper cites L., et al.

Research on Anomaly Detection Methods Based on Diffusion Models L., et al

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.889820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 54ef16af-21ab-4e5d-aa6b-f874d6d64d88 · outbound

This paper cites Diffusion Models for Medical Anomaly Detection.

Research on Anomaly Detection Methods Based on Diffusion Models Diffusion Models for Medical Anomaly Detection

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:11.475780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1e31faf-2189-4c19-97d8-dc7571d6de89 · outbound

This paper cites Anomaly Detection in Networks via Score-b ased Diffusion Models.

Research on Anomaly Detection Methods Based on Diffusion Models Anomaly Detection in Networks via Score-b ased Diffusion Models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.872277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 622e8eed-cf1e-4425-8947-ea051a5a4ccc · outbound

This paper cites High-resolution image synthesis wi th latent diffusion models.

Research on Anomaly Detection Methods Based on Diffusion Models High-resolution image synthesis wi th latent diffusion models

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.856742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e5a4bb46-0001-491a-bab6-95d69691989f · outbound

This paper cites Unsupervised Anomaly Detection via Masked Diffusion Posterior Sampling.

Research on Anomaly Detection Methods Based on Diffusion Models Unsupervised Anomaly Detection via Masked Diffusion Posterior Sampling

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:11.490114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ab5a58d-9ba9-4766-bc7c-413e93b0aeec · outbound

This paper cites Anomaly Detection with Conditioned Denoising Diffusion Models.

Research on Anomaly Detection Methods Based on Diffusion Models Anomaly Detection with Conditioned Denoising Diffusion Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:11.495573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e59b495-2010-465d-87c2-e911352ca7ce · outbound

This paper cites DDMT: Denoising Diffusion Mask Transformer Models for Multivariate Time Series Anomaly Detection.

Research on Anomaly Detection Methods Based on Diffusion Models DDMT: Denoising Diffusion Mask Transformer Models for Multivariate Time Series Anomaly Detection

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:11.501387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fe9b34e-372e-4887-9b51-a283487e472b · outbound

This paper cites DiffAD: Denoising diffusion-based anoma ly detection for time series.

Research on Anomaly Detection Methods Based on Diffusion Models DiffAD: Denoising diffusion-based anoma ly detection for time series

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.841528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c4a4a33f-45ea-4e8e-afc9-3ceda9f61b26 · outbound

This paper cites Feature prediction diffusion model for v ideo anomaly detection.

Research on Anomaly Detection Methods Based on Diffusion Models Feature prediction diffusion model for v ideo anomaly detection

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.825433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 91c96fcf-ab4e-49a0-886b-56a89e52dd64 · outbound

This paper cites On Diffusion Modeling for Anomaly Detection.

Research on Anomaly Detection Methods Based on Diffusion Models On Diffusion Modeling for Anomaly Detection

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:11.517840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52a18888-da78-41f6-9e60-6fdeebcf4764 · outbound

This paper cites Adversarial Denoising Diffusion Model for Unsupervised Anomaly Detection.

Research on Anomaly Detection Methods Based on Diffusion Models Adversarial Denoising Diffusion Model for Unsupervised Anomaly Detection

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:11.523016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d374e9d8-239d-4577-8906-1ceac0cf58ce · outbound

This paper cites A Survey on Explainable Anomaly Detection.

Research on Anomaly Detection Methods Based on Diffusion Models A Survey on Explainable Anomaly Detection

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:11.528603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16be4115-ad30-4a81-859b-794bfc45ba51 · outbound

This paper cites Unveiling the Unseen: A Comprehensive Survey on Explainable Anomaly Detection in Images and Videos.

Research on Anomaly Detection Methods Based on Diffusion Models Unveiling the Unseen: A Comprehensive Survey on Explainable Anomaly Detection in Images and Videos

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:11.533538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a86e7fbf-9e90-4a4d-95d4-d2ec61633915 · outbound

This paper cites Learning important features thro ugh propagating activation differences.

Research on Anomaly Detection Methods Based on Diffusion Models Learning important features thro ugh propagating activation differences

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.808126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 70d0fae6-f14e-4f8e-a1e9-4ce86e1fcf28 · outbound

This paper cites Progressive distillation for f ast sampling of dif- fusion models.

Research on Anomaly Detection Methods Based on Diffusion Models Progressive distillation for f ast sampling of dif- fusion models

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.792243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3fcfbe32-3864-4739-9aea-ade19ade749c · outbound

This paper cites An image is worth 16x16 words: Tr ansformers for image recognition.

Research on Anomaly Detection Methods Based on Diffusion Models An image is worth 16x16 words: Tr ansformers for image recognition

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.776451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 47355cd2-5a1a-44dd-8f51-54025b83d919 · outbound

This paper cites H., et al.

Research on Anomaly Detection Methods Based on Diffusion Models H., et al

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.759916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c0b2e51b-d2f0-4795-859e-767b7c799653 · outbound

This paper cites GPT-4 Technical Report.

Research on Anomaly Detection Methods Based on Diffusion Models GPT-4 Technical Report

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:11.558286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a037aff-8259-46c3-a43d-d01cdb64f1a7 · outbound

This paper cites Diffusion model applied to cyber-secur ity anomaly detection.

Research on Anomaly Detection Methods Based on Diffusion Models Diffusion model applied to cyber-secur ity anomaly detection

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:16:11.742106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.