Paper Citation Record · LEDGER

Robust Low-light Scene Restoration via Illumination Transition

As of 8 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2507.03976.

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

pith.paper-citation-record.v1
2507.03976 v2

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:01:54.170364Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

47 of 47 outbound references displayed

verified exact0
verified fuzzy37
unresolved10
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d5116f98-aa99-4bc4-8e5e-6d03bd8ed03e · outbound

This paper cites Unprocessing images for learned raw denoising.

Robust Low-light Scene Restoration via Illumination Transition Unprocessing images for learned raw denoising

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.649571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a2c1c37f-64f3-4ca0-a6dd-fcf874cd255b · outbound

This paper cites Retinexformer: One-stage retinex- based transformer for low-light image enhancement.

Robust Low-light Scene Restoration via Illumination Transition Retinexformer: One-stage retinex- based transformer for low-light image enhancement

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.639677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9c60ecd2-f3b9-4b4e-b8ed-8ce749c4a957 · outbound

This paper cites Tensorf: Tensorial radiance fields.

Robust Low-light Scene Restoration via Illumination Transition Tensorf: Tensorial radiance fields

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.629378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 34203756-a0ac-4d42-b487-8c336ab0f1b7 · outbound

This paper cites You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction.

Robust Low-light Scene Restoration via Illumination Transition You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:53.995522Z

Source-reported events for the cited work

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Observation ef9f2838-c554-47fa-9cf3-f00c96f42a41 · outbound

This paper cites Aleth-nerf: Illumination adaptive nerf with concealing field assumption.

Robust Low-light Scene Restoration via Illumination Transition Aleth-nerf: Illumination adaptive nerf with concealing field assumption

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.619098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a8b85d4e-ecf9-4975-9fb2-c642809a5563 · outbound

This paper cites Plenoxels: Radiance fields without neural networks.

Robust Low-light Scene Restoration via Illumination Transition Plenoxels: Radiance fields without neural networks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:54.003630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49dddb8e-ef60-437b-a087-6a8eaef37d3f · outbound

This paper cites Fastnerf: High-fidelity neu- ral rendering at 200fps.

Robust Low-light Scene Restoration via Illumination Transition Fastnerf: High-fidelity neu- ral rendering at 200fps

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:54.008066Z

Source-reported events for the cited work

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Observation b07a2221-8852-45fc-9909-6157afb31e74 · outbound

This paper cites Zero-reference deep curve estimation for low-light image enhancement.

Robust Low-light Scene Restoration via Illumination Transition Zero-reference deep curve estimation for low-light image enhancement

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.597415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6a365366-a2b7-4dfd-b440-8614e8a57a56 · outbound

This paper cites Lime: Low-light im- age enhancement via illumination map estimation.

Robust Low-light Scene Restoration via Illumination Transition Lime: Low-light im- age enhancement via illumination map estimation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.586551Z

Source-reported events for the cited work

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Observation f9309fbc-b9b4-466f-8171-d86da2df384f · outbound

This paper cites Putting nerf on a diet: Semantically consistent few-shot view synthesis.

Robust Low-light Scene Restoration via Illumination Transition Putting nerf on a diet: Semantically consistent few-shot view synthesis

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:54.018316Z

Source-reported events for the cited work

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Observation ec416279-2a50-4537-b5e1-89fe17a436ac · outbound

This paper cites Enlightengan: Deep light enhancement without paired supervision.

Robust Low-light Scene Restoration via Illumination Transition Enlightengan: Deep light enhancement without paired supervision

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.569144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5fce6f98-b4ad-40d7-ab56-4288b1ee8742 · outbound

This paper cites Up-nerf: Unconstrained pose prior-free neural radiance field.

Robust Low-light Scene Restoration via Illumination Transition Up-nerf: Unconstrained pose prior-free neural radiance field

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.558753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 616d1a4a-3e14-4cc3-b979-ef963a2d2fd3 · outbound

This paper cites A variational framework for retinex.

Robust Low-light Scene Restoration via Illumination Transition A variational framework for retinex

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.549196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2f461689-74f3-456b-853c-b45149658ddd · outbound

This paper cites Learning to enhance low-light image via zero-reference deep curve esti- mation.

Robust Low-light Scene Restoration via Illumination Transition Learning to enhance low-light image via zero-reference deep curve esti- mation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.539621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c1e59836-513f-4185-9974-bfcf370b18af · outbound

This paper cites Retinex-inspired unrolling with cooperative prior architecture search for low-light image enhancement.

Robust Low-light Scene Restoration via Illumination Transition Retinex-inspired unrolling with cooperative prior architecture search for low-light image enhancement

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.529367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0758de5e-b821-4b34-8821-7cb76920e20b · outbound

This paper cites Mbllen: Low-light image/video enhancement using cnns.

Robust Low-light Scene Restoration via Illumination Transition Mbllen: Low-light image/video enhancement using cnns

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.519557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 37df560b-75dd-4f88-b619-97185d76c378 · outbound

This paper cites Toward fast, flexible, and robust low-light image enhancement.

Robust Low-light Scene Restoration via Illumination Transition Toward fast, flexible, and robust low-light image enhancement

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.509219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6511a1f5-4ea1-460a-a397-584a35ae4d05 · outbound

This paper cites Nerf in the wild: Neural radiance fields for uncon- strained photo collections.

Robust Low-light Scene Restoration via Illumination Transition Nerf in the wild: Neural radiance fields for uncon- strained photo collections

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.498455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ff85018d-9b8e-4989-b42e-346fd0576a83 · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view syn- thesis.

Robust Low-light Scene Restoration via Illumination Transition Nerf: Representing scenes as neural radiance fields for view syn- thesis

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.486900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e8317c7d-5ad6-4aa3-9abf-94a1c4cd0094 · outbound

This paper cites Nerf in the dark: High dynamic range view synthesis from noisy raw images.

Robust Low-light Scene Restoration via Illumination Transition Nerf in the dark: High dynamic range view synthesis from noisy raw images

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.475559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 85b9dd59-a47a-44e2-98c3-4655472b33fc · outbound

This paper cites Instant neural graphics primitives with a mul- tiresolution hash encoding.

Robust Low-light Scene Restoration via Illumination Transition Instant neural graphics primitives with a mul- tiresolution hash encoding

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.464167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 607132fb-a69f-4db7-885c-5c3ef554767a · outbound

This paper cites Reg- nerf: Regularizing neural radiance fields for view synthesis from sparse inputs.

Robust Low-light Scene Restoration via Illumination Transition Reg- nerf: Regularizing neural radiance fields for view synthesis from sparse inputs

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.453227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e04cf472-90a9-4919-abed-47206e789971 · outbound

This paper cites Retinex processing for automatic image enhancement.

Robust Low-light Scene Restoration via Illumination Transition Retinex processing for automatic image enhancement

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.442277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3abc6adb-967e-4533-bc54-828d10347a42 · outbound

This paper cites Kilonerf: Speeding up neural radiance fields with thousands of tiny mlps.

Robust Low-light Scene Restoration via Illumination Transition Kilonerf: Speeding up neural radiance fields with thousands of tiny mlps

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:54.079459Z

Source-reported events for the cited work

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Observation 6942b491-4e96-4081-b2b4-193203014247 · outbound

This paper cites Nerf on-the-go: Exploiting uncertainty for distractor-free nerfs in the wild.

Robust Low-light Scene Restoration via Illumination Transition Nerf on-the-go: Exploiting uncertainty for distractor-free nerfs in the wild

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.425830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d26b8533-0005-4140-8a32-47db4a958207 · outbound

This paper cites Nerf for outdoor scene relighting.

Robust Low-light Scene Restoration via Illumination Transition Nerf for outdoor scene relighting

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:54.089307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82f4a633-b87e-4dce-950c-04d10210d0f7 · outbound

This paper cites Robustnerf: Ig- noring distractors with robust losses.

Robust Low-light Scene Restoration via Illumination Transition Robustnerf: Ig- noring distractors with robust losses

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.409731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 371613c5-57b9-4908-8a89-549f74dafb93 · outbound

This paper cites Nighttime visibility en- hancement by increasing the dynamic range and suppression of light effects.

Robust Low-light Scene Restoration via Illumination Transition Nighttime visibility en- hancement by increasing the dynamic range and suppression of light effects

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.398951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0eaa47a9-0d1f-41a8-89fc-00a9424a67a7 · outbound

This paper cites The lambertian assumption and landsat data.

Robust Low-light Scene Restoration via Illumination Transition The lambertian assumption and landsat data

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.388621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 33e7db3b-1897-4d4f-8dc8-a0958e9b1730 · outbound

This paper cites Vip-nerf: Visibility prior for sparse input neural radiance fields.

Robust Low-light Scene Restoration via Illumination Transition Vip-nerf: Visibility prior for sparse input neural radiance fields

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:54.107507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edf94d97-18ba-4b0b-bca4-cfa8f6cbd667 · outbound

This paper cites Neural underwater scene representation.

Robust Low-light Scene Restoration via Illumination Transition Neural underwater scene representation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.370918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f52a62dd-7ad0-4552-b703-d6483f557c12 · outbound

This paper cites Relight my nerf: A dataset for novel view synthesis and relighting of real world objects.

Robust Low-light Scene Restoration via Illumination Transition Relight my nerf: A dataset for novel view synthesis and relighting of real world objects

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.360013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 01c32166-22de-4158-9555-b739f0677632 · outbound

This paper cites Attention is all you need.

Robust Low-light Scene Restoration via Illumination Transition Attention is all you need

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:54.118291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 714102fb-b7dc-4590-bb70-79d3ac98254e · outbound

This paper cites Lighting up nerf via unsupervised decomposition and en- hancement.

Robust Low-light Scene Restoration via Illumination Transition Lighting up nerf via unsupervised decomposition and en- hancement

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.343485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9dfcda9d-c427-41c8-ad1d-eda46547f769 · outbound

This paper cites Deep retinex decomposition for low-light enhancement.

Robust Low-light Scene Restoration via Illumination Transition Deep retinex decomposition for low-light enhancement

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.333201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3a413d7f-f985-43af-9e69-ca87ff010749 · outbound

This paper cites Uretinex-net: Retinex-based deep unfolding network for low-light image enhancement.

Robust Low-light Scene Restoration via Illumination Transition Uretinex-net: Retinex-based deep unfolding network for low-light image enhancement

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.322699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f441bb3c-e343-4188-95f7-0b6a00574290 · outbound

This paper cites Snr-aware low-light image enhancement.

Robust Low-light Scene Restoration via Illumination Transition Snr-aware low-light image enhancement

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.312147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4b797835-a141-4dc5-a53a-c5d7f35858f2 · outbound

This paper cites Renerf: Re- lightable neural radiance fields with nearfield lighting.

Robust Low-light Scene Restoration via Illumination Transition Renerf: Re- lightable neural radiance fields with nearfield lighting

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.302465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eca8fbfd-9d34-40cd-b8a1-2e36257c69f5 · outbound

This paper cites Implicit neural representation for coopera- tive low-light image enhancement.

Robust Low-light Scene Restoration via Illumination Transition Implicit neural representation for coopera- tive low-light image enhancement

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.292515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b4fea002-4a55-4f5b-b663-ea316b6f1ccc · outbound

This paper cites Sparse gradient regularized deep retinex network for robust low-light image enhancement.

Robust Low-light Scene Restoration via Illumination Transition Sparse gradient regularized deep retinex network for robust low-light image enhancement

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.282251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3a7d6a66-86c1-4d06-a162-bb397768fe94 · outbound

This paper cites Diff-retinex: Rethinking low-light image enhancement with a generative diffusion model.

Robust Low-light Scene Restoration via Illumination Transition Diff-retinex: Rethinking low-light image enhancement with a generative diffusion model

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.271387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 46b0bd15-563e-45ca-a81c-a5b1a0d296ad · outbound

This paper cites pixelnerf: Neural radiance fields from one or few images.

Robust Low-light Scene Restoration via Illumination Transition pixelnerf: Neural radiance fields from one or few images

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:54.151059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aafd7204-079a-44aa-af80-6a89073ea53c · outbound

This paper cites Learning tem- poral consistency for low light video enhancement from sin- gle images.

Robust Low-light Scene Restoration via Illumination Transition Learning tem- poral consistency for low light video enhancement from sin- gle images

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.254246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1aa19495-f804-426a-bfaa-b567e042131f · outbound

This paper cites Dual illu- mination estimation for robust exposure correction.

Robust Low-light Scene Restoration via Illumination Transition Dual illu- mination estimation for robust exposure correction

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:54.158550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d3732d9-07cc-4de4-ba2a-fe7f58e89bfb · outbound

This paper cites Beyond nerf underwater: Learning neural reflectance fields for true color correction of marine imagery.

Robust Low-light Scene Restoration via Illumination Transition Beyond nerf underwater: Learning neural reflectance fields for true color correction of marine imagery

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.237559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 00188213-6560-4345-858b-67f778e2aaf7 · outbound

This paper cites Ner- factor: Neural factorization of shape and reflectance under an unknown illumination.

Robust Low-light Scene Restoration via Illumination Transition Ner- factor: Neural factorization of shape and reflectance under an unknown illumination

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.227080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 031b5133-992b-49d7-afae-90ac00be96e9 · outbound

This paper cites Zero-shot restoration of underexposed im- ages via robust retinex decomposition.

Robust Low-light Scene Restoration via Illumination Transition Zero-shot restoration of underexposed im- ages via robust retinex decomposition

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:54.216388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.