Paper Citation Record · LEDGER

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration

As of 7 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2507.23685.

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

pith.paper-citation-record.v1
2507.23685 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:46:06.825391Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T19:08:08.266895Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T23:25:54.320365Z

Reference resolution

42 of 42 outbound references displayed

verified exact0
verified fuzzy2
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 47b2d0f8-a815-4a7e-84b7-06d7b057eb55 · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.603666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8150b2b-48ec-48b3-8e68-9994beea600d · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.631458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31de8b7b-8fef-437d-b1ae-c6c1d1f727a0 · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:46:07.322265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 63f84d08-8760-49ba-b8d8-6b9cc6c66a6f · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:46:07.308196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2d1fb98a-eca1-4d3c-ae32-71ecfa48c55c · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:46:07.294339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation caf56740-a39e-4567-b568-0709355ed74f · outbound

This paper cites AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.659014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c55180cb-16b6-4429-a365-13d9a724e562 · outbound

This paper cites Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.664217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 902d16bc-9eb3-4e0d-9045-1d5346195579 · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.669185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95e4c482-7876-4bd7-8340-f9a38cda5495 · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:46:07.270974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 152bb666-1b64-4664-9e78-9cb21cd01ddc · outbound

This paper cites W.; and He, S.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration W.; and He, S

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:46:07.256837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 25094226-893f-443c-9164-b54b61b78fed · outbound

This paper cites A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.682839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec1a3ffe-d638-48a4-b868-d4cffc5b98fe · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:46:07.242354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e79a2b86-5cd5-44b0-8bf8-5119f0f5b28f · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.691844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f909a0c3-e7bc-4d5e-a71c-b1b1b913b8a0 · outbound

This paper cites P.; Welling, M.; et al.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration P.; Welling, M.; et al

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.696304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba81c5fe-f8b7-4bb1-a318-2b9f5f9757da · outbound

This paper cites FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.700880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 268bee0e-8d4b-4c3d-b177-b653a878b0c2 · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.705620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99266e14-5f1f-4ea4-b5af-3018ae615791 · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.709846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbca33ec-4bac-435e-9c83-0f9e01f74eb1 · outbound

This paper cites Controlling Vision-Language Models for Multi-Task Image Restoration.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Controlling Vision-Language Models for Multi-Task Image Restoration

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.714568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a23cae81-7e8f-4be1-aaac-7c3eb6c6dec2 · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.719182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 704dc9b7-9534-4d65-90b9-e7705e2ca44f · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.723278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7aa08092-3eb3-4f80-8da3-a653cbe0c53c · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.727848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 852d9a83-e161-43e2-a688-40febcd80321 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.731965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 608995ba-05c5-483b-8ccf-ff0afe793d4a · outbound

This paper cites W.; Khan, S.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration W.; Khan, S

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.736584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a36ff2e9-5cd5-4766-88ae-27223837181f · outbound

This paper cites W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.740445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d73667af-38c8-42ba-8221-629cd816e8e6 · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.745118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74fd21ee-ada0-4213-8ef8-434b72190b00 · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.750098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 252ae285-7017-49ab-9980-840559e03ff1 · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.754980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc40f7d5-e3f3-4b9c-9e1c-5c6cac01c2c1 · outbound

This paper cites C.; and Loy, C.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration C.; and Loy, C

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.759508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cd1ba5a-3a11-4af2-89dc-92d1094a54e3 · outbound

This paper cites C.; Sheikh, H.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration C.; Sheikh, H

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.763987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe7342bd-1221-4a3c-b787-f81d72db5e93 · outbound

This paper cites Deep Retinex Decomposition for Low-Light Enhancement.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Deep Retinex Decomposition for Low-Light Enhancement

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.769086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa3195d2-0490-4dd0-83f3-2cc523e42424 · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.774099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1d12938-bc56-4510-b2d9-7a853ab7f0f2 · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.778429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ab213d6-4a20-46f3-8c6d-4508076bcd94 · outbound

This paper cites T.; Feng, J.; Liu, J.; Guo, Z.; and Yan, S.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration T.; Feng, J.; Liu, J.; Guo, Z.; and Yan, S

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.783014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f05994b-4ef8-4df8-a205-3c4942c1af1d · outbound

This paper cites P.; Zhang, Y.; and Timofte, R.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration P.; Zhang, Y.; and Timofte, R

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:46:07.065706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1f0e3e35-f5bb-47b7-bed9-6c331fa00338 · outbound

This paper cites W.; Arora, A.; Khan, S.; Hayat, M.; Khan, F.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration W.; Arora, A.; Khan, S.; Hayat, M.; Khan, F

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.792046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20b2e535-ebd2-4d41-bcec-c2a09296e76a · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.796529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 472e9b13-2077-40d2-a543-5162bb92cdba · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.801135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c492272-04ae-4ff4-a5ff-4dbe6014ed04 · outbound

This paper cites A.; Shechtman, E.; and Wang, O.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration A.; Shechtman, E.; and Wang, O

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.805571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 018acb8d-3c5d-45d1-b5d2-33ebb8708e47 · outbound

This paper cites an unresolved cited work.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.810766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2ee150a-e5a4-4572-b521-92ec5c274fd2 · outbound

This paper cites Designing a Better Asymmetric VQGAN for StableDiffusion.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration Designing a Better Asymmetric VQGAN for StableDiffusion

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.815094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 346f29ba-9462-4782-acc4-6efebfb868e3 · outbound

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

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration , " * write output.state after.block = add.period write newline

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.820262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d801f7d1-0ef4-46a6-8c9f-cb5563f76f36 · outbound

This paper cites write newline.

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration write newline

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:06.825391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c9fcc6f6-788d-4220-bc7e-904004f67844 · inbound

Your Pre-trained Diffusion Model Secretly Knows Restoration cites this paper.

Your Pre-trained Diffusion Model Secretly Knows Restoration UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:25:54.341355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.