Paper Citation Record · LEDGER

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints

As of 14 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2412.09981.

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

pith.paper-citation-record.v1
2412.09981 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:36:48.678804Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

38 of 38 outbound references displayed

verified exact0
verified fuzzy3
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 85d135af-ce9c-4a1d-a4e6-4cb139b2b769 · outbound

This paper cites Deep Variational Information Bottleneck.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Deep Variational Information Bottleneck

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T16:36:48.587660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceb83184-3285-45ca-8e30-375837dc79dd · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T16:36:48.591703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b58e6fda-06cf-4844-8690-db5413847461 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.923450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8d240f00-778a-4e46-94c2-3025269c83d2 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.915685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1a47b464-6e83-4e6c-b14d-917e3d496914 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.909512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7ca642b1-9065-4f31-9c56-c353369d12d9 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.903828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1f5502b3-8979-46c9-8d68-43d54551ae28 · outbound

This paper cites N.; Delgado, A.; Zhou, D.; Kheyrkhah, T.; Smith, J.; and Fiscus, J.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints N.; Delgado, A.; Zhou, D.; Kheyrkhah, T.; Smith, J.; and Fiscus, J

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:36:48.898194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c731a031-e231-4458-97b6-f057d7ad871f · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.891062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 57fd8222-61c9-43b3-b25f-ceefb7d576b1 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T16:36:48.610427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d614ebb1-9baf-4889-8e58-af5fadf21045 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.882325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 53ea6419-91c2-4ad0-8932-c84a00904b01 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.875386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4b64341f-5750-48de-986e-0003035bfd77 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.867726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation feba17a6-7ac9-4c9c-b03b-5447a38512be · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.858610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation afabe18b-6c42-44df-8240-8559da39bbc6 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.851791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fa44c59d-965f-4b61-bc40-296f552120e0 · outbound

This paper cites M.; and Zhang, L.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints M.; and Zhang, L

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:36:48.844294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 71ab5cfe-9bf4-4e64-b214-1dccb287d8a7 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.837465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 57c49419-23b4-4bd1-aba6-7027f0afd99a · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.830262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5bd18713-4bd1-4952-8d90-b0820d6f942b · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T16:36:48.628717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aed8e3e1-be26-48e6-b0c3-63bc855b8da0 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T16:36:48.631318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07b3c4f9-36c8-48b4-98b3-fd142153b443 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.814328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e7f579d0-13af-4872-9275-1ed2f822641c · outbound

This paper cites L.; and Pic, M.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints L.; and Pic, M

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:36:48.808329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9a076411-6ac5-4a3c-8a24-e956bd568004 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.802761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dd79568f-995e-48aa-a7c6-d6a476ab77e5 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.795990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ccca9ddd-3400-4886-99af-f84d3485381d · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.786972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 19b86b43-70e5-4309-b0da-861f9b7d1073 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T16:36:48.645350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5b06dcc-83d2-4b24-b211-6c59c06de97d · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.775156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9091ec4a-0c3c-4165-99ab-0e3d4c6c1706 · outbound

This paper cites The information bottleneck method.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints The information bottleneck method

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T16:36:48.649108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation befabce4-2224-427a-857d-7e1f86161b45 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.767501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bce3cf77-1f9b-49f9-8693-1e379e074f07 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.759676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ff4daf68-81f7-4717-aa45-e94759840e97 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T16:36:48.657291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 568aa020-ba6b-4ac5-a586-3534b51fcd17 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T16:36:48.659451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8d47be9-a617-49d3-8395-08bd6bb6b376 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.744729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 425f60e7-ee01-4f88-86db-983b2e45ad31 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.738401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3372bb37-39fc-4776-ab6a-732972b3730e · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.731092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3d347c56-ae8e-4916-bd48-d5c9277a4a68 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:36:48.720577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 307ab20b-4733-4e58-b7b2-0218960ec780 · outbound

This paper cites an unresolved cited work.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T16:36:48.672282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5e7e4ca-8060-43a9-8ee6-f8bfafc85d7b · outbound

This paper cites , " * write output.state after.block = add.period write newline.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints , " * write output.state after.block = add.period write newline

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T16:36:48.675491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3c5ab0f-25a1-4f85-b637-20cabf38f1d4 · outbound

This paper cites write newline.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints write newline

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T16:36:48.678804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.