Paper Citation Record · LEDGER

A Unifying Information-theoretic Perspective on Evaluating Generative Models

As of 11 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2412.14340.

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

pith.paper-citation-record.v1
2412.14340 v3

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:25:43.009124Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

36 of 36 outbound references displayed

verified exact1
verified fuzzy5
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 71851364-fdd1-44dc-b2eb-d04c211a7692 · outbound

This paper cites S.; and van der Schaar, M.

A Unifying Information-theoretic Perspective on Evaluating Generative Models S.; and van der Schaar, M

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:25:43.531120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0467cdfe-023c-4a66-b395-9eca63c84eb4 · outbound

This paper cites Pros and Cons of GAN Evaluation Measures.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Pros and Cons of GAN Evaluation Measures

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91a65667-e911-4b38-af99-36d517001e97 · outbound

This paper cites an unresolved cited work.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:25:43.517249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5be922be-32c1-409b-81b1-78432e753aba · outbound

This paper cites an unresolved cited work.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:25:43.502548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 31e49d0b-ea6f-4fd6-85df-8d912f1b25bc · outbound

This paper cites an unresolved cited work.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Unresolved cited work

Reference 5

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Source-reported events for the cited work

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Observation ab7ad6b8-49a3-43a6-bf0a-81a0af691566 · outbound

This paper cites an unresolved cited work.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Unresolved cited work

Reference 6

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Source-reported events for the cited work

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Observation 62c6cd80-c3c9-42ac-a1eb-ff6f5f294c7e · outbound

This paper cites an unresolved cited work.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:25:43.465865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ff6a86a5-cd94-4b02-9339-6cb26176f0ee · outbound

This paper cites Generative Adversarial Networks.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Generative Adversarial Networks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T12:25:42.887142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b058eef5-b375-4ef5-8d8c-b54a46abf7c4 · outbound

This paper cites Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T12:25:42.891943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe1f90f3-7632-4d77-813f-6b1294e00389 · outbound

This paper cites an unresolved cited work.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T12:25:42.896420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45e49b9f-8c06-4a63-8230-e0460a7f777d · outbound

This paper cites Classifier-Free Diffusion Guidance.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Classifier-Free Diffusion Guidance

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T12:25:42.901008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cb24980-e8b8-4d2b-a445-1b57bc47898e · outbound

This paper cites TabTransformer: Tabular Data Modeling Using Contextual Embeddings.

A Unifying Information-theoretic Perspective on Evaluating Generative Models TabTransformer: Tabular Data Modeling Using Contextual Embeddings

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T12:25:42.905899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47dd887e-f507-4469-8682-331f7a3fde37 · outbound

This paper cites Auto-Encoding Variational Bayes.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Auto-Encoding Variational Bayes

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T12:25:42.910770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d440ec81-29cd-4a15-82af-b5fcc3bfdd24 · outbound

This paper cites Approximating Human Judgment of Generated Image Quality.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Approximating Human Judgment of Generated Image Quality

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d0cd521f-18a6-47e2-9537-9229fc7293d1 · outbound

This paper cites an unresolved cited work.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T12:25:42.919967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06cfe099-3272-4565-961f-b43cf45460fe · outbound

This paper cites an unresolved cited work.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:25:43.434889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5c49de1e-f70b-4f59-8e49-e365eb5b610f · outbound

This paper cites an unresolved cited work.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:25:43.420523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 48b40eac-a295-41fa-82a1-a7bd968656a5 · outbound

This paper cites an unresolved cited work.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:25:43.405869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation af3bcd7a-1dd7-434a-9b41-515e83f03def · outbound

This paper cites F.; Oh, S.

A Unifying Information-theoretic Perspective on Evaluating Generative Models F.; Oh, S

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:25:43.391225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9befda0e-44f3-4190-a5c5-0bd5832b2875 · outbound

This paper cites R.; Sekeh, S.

A Unifying Information-theoretic Perspective on Evaluating Generative Models R.; Sekeh, S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:25:43.375499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 02c60252-a08f-4ade-9d76-cf4421107a8f · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

A Unifying Information-theoretic Perspective on Evaluating Generative Models DINOv2: Learning Robust Visual Features without Supervision

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7f8ab97-6525-4e05-b9cc-493bcd8a25d7 · outbound

This paper cites an unresolved cited work.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:25:43.361325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 215f212d-fa4d-440f-a588-093f27770009 · outbound

This paper cites an unresolved cited work.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:25:43.347372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a17e7bbb-8b32-43f8-b1ee-6e2764b5c6fd · outbound

This paper cites Understanding Deep Generative Models with Generalized Empirical Likelihoods.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Understanding Deep Generative Models with Generalized Empirical Likelihoods

Reference 24

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Observation 6ab65f7c-769e-4485-8de8-ddbdce6debf1 · outbound

This paper cites an unresolved cited work.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Unresolved cited work

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a9933c96-11a2-4278-bfeb-476385ff02b6 · outbound

This paper cites an unresolved cited work.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:25:43.318586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 943f2a2a-d86e-40f9-a7ff-5f4fe82ae07c · outbound

This paper cites an unresolved cited work.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Unresolved cited work

Reference 27

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52d8ff79-7055-45c5-a8ea-763aa6ee4b80 · outbound

This paper cites Deep Unsupervised Learning using Nonequilibrium Thermodynamics.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Deep Unsupervised Learning using Nonequilibrium Thermodynamics

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T12:25:42.974924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeb9d278-8065-4389-950e-d25f96324a0c · outbound

This paper cites L.; Taylor, E.; and Loaiza-Ganem, G.

A Unifying Information-theoretic Perspective on Evaluating Generative Models L.; Taylor, E.; and Loaiza-Ganem, G

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:25:43.295793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ca481136-c238-4594-8ecf-e9440ff528ee · outbound

This paper cites A note on the evaluation of generative models.

A Unifying Information-theoretic Perspective on Evaluating Generative Models A note on the evaluation of generative models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T12:25:42.982649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94747067-3025-4ded-a028-e62afc4b0272 · outbound

This paper cites Towards Accurate Generative Models of Video: A New Metric & Challenges.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Towards Accurate Generative Models of Video: A New Metric & Challenges

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T12:25:42.986612Z

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Unavailable: canonical work link unavailable.

Observation 783b201b-9c47-40ba-ac82-99ae30970e92 · outbound

This paper cites Assessing Dialogue Systems with Distribution Distances.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Assessing Dialogue Systems with Distribution Distances

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-11T12:25:43.067431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f328451a-ac90-453f-9f64-277e6bdfa89f · outbound

This paper cites Automatic Evaluation and Moderation of Open-domain Dialogue Systems.

A Unifying Information-theoretic Perspective on Evaluating Generative Models Automatic Evaluation and Moderation of Open-domain Dialogue Systems

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 720c20a2-972c-4a26-812d-11fce2ee3669 · outbound

This paper cites F.; and Bernstein, M.

A Unifying Information-theoretic Perspective on Evaluating Generative Models F.; and Bernstein, M

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:25:43.281593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5c3cf80f-ba2d-4081-a0e6-68621bcc4f3e · outbound

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A Unifying Information-theoretic Perspective on Evaluating Generative Models , " * write output.state after.block = add.period write newline

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T12:25:43.003770Z

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Unavailable: canonical work link unavailable.

Observation f0a77ba1-168e-49bf-8754-342bfe7ebc90 · outbound

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A Unifying Information-theoretic Perspective on Evaluating Generative Models write newline

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T12:25:43.009124Z

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Pith citing papers

No inbound Pith citation observations are available.