Paper Citation Record · LEDGER

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration

As of 7 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2508.04041.

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

pith.paper-citation-record.v1
2508.04041 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:58:03.246182Z

measured 45 of 45 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 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

45 of 45 outbound references displayed

verified exact0
verified fuzzy5
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 84b837f9-b80f-4907-9f89-77c5ae773dab · outbound

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

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:03.078270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dadc474-0615-44a9-abae-ee77c3cebf5b · outbound

This paper cites write newline.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:03.083610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2a7210c-db90-4004-9cd6-57bc2605ee9a · outbound

This paper cites Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:03.088168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c994f0fa-2599-41c7-a537-3b22257f0d19 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.775309Z

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 9871b328-d433-440b-911d-92237a1c4096 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.763262Z

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 3a4d2bff-aebc-45e9-9415-1d76a51bdae5 · outbound

This paper cites C.; Garcia, A.; and Conde, M.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration C.; Garcia, A.; and Conde, M

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:58:03.751750Z

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 3abe46a5-bcf4-47ef-8fa9-e5b94e0ce7b1 · outbound

This paper cites E.; Amoyal, R.; Treister, E.; and Freifeld, O.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration E.; Amoyal, R.; Treister, E.; and Freifeld, O

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:58:03.739651Z

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 9342cd02-40c8-401e-9479-07a39dcd81a4 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.725866Z

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 3ac33268-6d85-4990-91cd-da76b713d412 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.714023Z

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 c5117613-e1a5-4f84-8390-d8e7af80c139 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.701411Z

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 bfaab39e-349f-4977-a598-dc72778c35a3 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.689632Z

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 38db10d9-2410-45a2-9ed3-b80563af9d70 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.677322Z

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 bcfe7501-60d7-4ad4-80f7-4a409df11228 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:03.128884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 744f9bcb-2340-4dbd-801b-e6b6c0d8e852 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.658175Z

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 85f41eda-8256-45fb-9551-7503be25192d · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.645428Z

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 bad244b4-4a5b-4a15-865d-e269a69d8f78 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:03.139691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c8b2528-da2b-4197-ac93-883b0c49cc27 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.624361Z

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 d3c407da-dcda-4db0-b4a5-f32b14c0f6fc · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.612571Z

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 d9cbdd79-01dc-4a3b-87dc-47ce5adac73a · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.600687Z

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 92c481c0-cc1e-42ba-914f-92356c73afb8 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.588769Z

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 d2373365-99a2-40f9-b142-8a92b5289efd · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.577212Z

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 b1e457aa-d85c-4d2f-b9ba-df34212015dd · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.565458Z

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 6db9ba00-b16c-45d5-abfe-7500f18c2f84 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.553199Z

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 701c3aca-f3fd-4925-872c-f5189d8a0609 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.541339Z

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 749cb194-6ead-444d-8c07-252751f79f9c · outbound

This paper cites M.; Abdullah-Al-Wadud, M.; Al-Quaderi, G.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration M.; Abdullah-Al-Wadud, M.; Al-Quaderi, G

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:58:03.529731Z

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 a2815bc9-3e41-469d-8502-a5b2c89a0d1e · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.517594Z

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 40b538b7-7d24-418d-a95d-c3a672ceeca8 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.505346Z

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 96bd8165-94f4-429b-a96b-33f528cd03b0 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.492933Z

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 3a943bb2-d1fe-4906-a58e-9ba24607cbc3 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.480986Z

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 835f481b-347b-4e4f-b98b-6b6e09b0da1a · outbound

This paper cites C.; Sheikh, H.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration C.; Sheikh, H

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:58:03.469029Z

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 be602c03-8cd9-4d76-b353-e8865a2e7452 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.456848Z

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 a8061712-fc64-4cb0-9f1f-363672a9eba1 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.444191Z

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 c0d70e9c-b2e8-46c5-b51d-27d94f5b2439 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.431073Z

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 6cea73f4-9c2b-4708-be51-cf5d302293d9 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.418195Z

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 9ad642b3-85e5-46e2-a90b-5a4de2cb1fc2 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.406293Z

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 5f91c297-ac62-4ab1-b01f-dab30342297c · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.394441Z

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 4e144587-e667-4b3d-a9a3-7b3b25d2929a · outbound

This paper cites Multi-Scale Context Aggregation by Dilated Convolutions.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Multi-Scale Context Aggregation by Dilated Convolutions

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:03.216280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de586323-293b-4514-ae8a-bb37f0da7445 · outbound

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

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration W.; Arora, A.; Khan, S.; Hayat, M.; Khan, F

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:58:03.381705Z

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 0b832e4e-4c86-4313-bd34-f4c0ae33b802 · outbound

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

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration A.; Shechtman, E.; and Wang, O

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:03.224109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dec29f0-d260-4c8c-a55d-dbc5dcf4c23d · outbound

This paper cites CWNet: Causal Wavelet Network for Low-Light Image Enhancement.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration CWNet: Causal Wavelet Network for Low-Light Image Enhancement

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:03.227690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d24ff0c8-c728-4d90-91e6-d9d0132bacc7 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.361104Z

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 feebb61f-0965-4e84-a185-654d3262ed81 · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.348721Z

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 30b41997-73b5-4d13-818f-12814c2bcb5e · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.336779Z

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 e9b08324-4722-4529-b8ab-a2fcaab3fb3c · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.324723Z

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 2ad1fa66-41e2-4c96-82d6-774412e3da0d · outbound

This paper cites an unresolved cited work.

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:58:03.311704Z

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.

Pith citing papers

No inbound Pith citation observations are available.