Paper Citation Record · LEDGER

Learning Adaptive Lighting via Channel-Aware Guidance

As of 15 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 2 inbound Pith citation observations for arXiv:2412.01493.

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

pith.paper-citation-record.v1
2412.01493 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:21:18.670257Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:21:50.498420Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T17:33:59.262104Z

Reference resolution

18 of 18 outbound references displayed

verified exact2
verified fuzzy7
unresolved6
parse uncertain0
malformed identifier2
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 126360fc-3b4c-4f89-aa9b-fcd6f417e021 · outbound

This paper cites Deep Feature Consistent Deep Image Transformations: Downscaling, Decolorization and HDR Tone Mapping.

Learning Adaptive Lighting via Channel-Aware Guidance Deep Feature Consistent Deep Image Transformations: Downscaling, Decolorization and HDR Tone Mapping

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-12T04:21:18.860219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0255a748-2f8b-4282-8b79-0aac724f2c28 · outbound

This paper cites To compensate for the loss of details, we use an iterative detail enhancement module to recover high-frequency details.

Learning Adaptive Lighting via Channel-Aware Guidance To compensate for the loss of details, we use an iterative detail enhancement module to recover high-frequency details

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:21:18.918131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b9abc062-d8a0-4111-8612-012f249b8af9 · outbound

This paper cites J., and Kim, C.-S.

Learning Adaptive Lighting via Channel-Aware Guidance J., and Kim, C.-S

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:21:18.975233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 00b2944c-21ac-403b-8e31-a3deee750580 · outbound

This paper cites Wavelet Convolutions for Large Receptive Fields.

Learning Adaptive Lighting via Channel-Aware Guidance Wavelet Convolutions for Large Receptive Fields

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T04:21:18.602539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6db8487-f9d2-4fba-ab71-c4456857523f · outbound

This paper cites Flexible Piecewise Curves Estimation for Photo Enhancement.

Learning Adaptive Lighting via Channel-Aware Guidance Flexible Piecewise Curves Estimation for Photo Enhancement

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T04:21:18.634537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 912ccf82-863f-4287-9fdf-296b7b0b17d3 · outbound

This paper cites W., and Kautz, J.

Learning Adaptive Lighting via Channel-Aware Guidance W., and Kautz, J

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:21:18.961091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4c3cccad-8f8f-4c45-9033-792a150bbdfc · outbound

This paper cites Learning to See Low-Light Images via Feature Domain Adaptation.

Learning Adaptive Lighting via Channel-Aware Guidance Learning to See Low-Light Images via Feature Domain Adaptation

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T04:21:18.812583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 16092866-cbb6-41fe-83fb-b9d5d00a6e02 · outbound

This paper cites Sparse gradient regularized deep retinex network for ro- bust low-light image enhancement.IEEE Transactions on Image Processing, 30:2072–2086,.

Learning Adaptive Lighting via Channel-Aware Guidance Sparse gradient regularized deep retinex network for ro- bust low-light image enhancement.IEEE Transactions on Image Processing, 30:2072–2086,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:21:18.946673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 512db0ac-1c06-4806-afb1-cb153c914f25 · outbound

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

Learning Adaptive Lighting via Channel-Aware Guidance W., Arora, A., Khan, S., Hayat, M., Khan, F

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:21:18.932477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ccdf0011-29f0-4bd0-a898-3962b577b871 · outbound

This paper cites Likewise, the UVTM dataset contains 20 real-world HDR videos, also without ground truth.

Learning Adaptive Lighting via Channel-Aware Guidance Likewise, the UVTM dataset contains 20 real-world HDR videos, also without ground truth

Reference 18

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T04:21:18.792143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7af48681-3de4-45b9-b7b2-b9c35d1eb937 · outbound

This paper cites an unresolved cited work.

Learning Adaptive Lighting via Channel-Aware Guidance Unresolved cited work

Reference 2009

Resolution: verified exact; doi, observed 2026-08-12T04:21:18.704207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation db5ca46b-4f80-4a19-9752-8bf7abf4894a · outbound

This paper cites Conditional sequen- tial modulation for efficient global image retouching.

Learning Adaptive Lighting via Channel-Aware Guidance Conditional sequen- tial modulation for efficient global image retouching

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:21:19.004375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0fd50031-2144-45e8-b21c-99bdfa5c5c8b · outbound

This paper cites an unresolved cited work.

Learning Adaptive Lighting via Channel-Aware Guidance Unresolved cited work

Reference 2017

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:21:18.989695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0b4d5718-0e32-4335-8a4a-3701a949d64e · outbound

This paper cites MambaIR: A Simple Baseline for Image Restoration with State-Space Model.

Learning Adaptive Lighting via Channel-Aware Guidance MambaIR: A Simple Baseline for Image Restoration with State-Space Model

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-12T04:21:18.607686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c050edde-733c-49a0-ab63-2e42898b3815 · outbound

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

Learning Adaptive Lighting via Channel-Aware Guidance Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-12T04:21:18.592181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23360c39-1b24-4f65-8308-ea51ffaaaa2f · outbound

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

Learning Adaptive Lighting via Channel-Aware Guidance Deep Retinex Decomposition for Low-Light Enhancement

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-12T04:21:18.648417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fd19441-98f5-483a-a3c2-7e648fffa67d · outbound

This paper cites an unresolved cited work.

Learning Adaptive Lighting via Channel-Aware Guidance Unresolved cited work

Reference 2023

Resolution: malformed identifier; no resolver link, observed 2026-08-12T04:21:18.625822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ef7c189-340e-4ff0-a3bd-2ec6179eda26 · outbound

This paper cites Learning a deep single image contrast enhancer from multi-exposure images.

Learning Adaptive Lighting via Channel-Aware Guidance Learning a deep single image contrast enhancer from multi-exposure images

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:21:19.018445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation 4f323420-6eec-404f-9541-3ad9f404edb1 · inbound

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning cites this paper.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Learning Adaptive Lighting via Channel-Aware Guidance

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T18:21:50.498420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e01d18b8-344e-4903-bb4a-cb4efc64c6aa · inbound

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

CWNet: Causal Wavelet Network for Low-Light Image Enhancement Learning Adaptive Lighting via Channel-Aware Guidance

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:33:59.266645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.