Paper Citation Record · LEDGER

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration

As of 7 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2511.09818.

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

pith.paper-citation-record.v1
2511.09818 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-17T21:50:04.841898Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

42 of 42 outbound references displayed

verified exact8
verified fuzzy34
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 74c5222f-cc00-4ac4-b866-14c1f210b714 · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view synthesis.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Nerf: Representing scenes as neural radiance fields for view synthesis

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.932928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9920285c-c083-4067-8717-ee69c51b18c0 · outbound

This paper cites 3d gaussian splatting for real-time radiance field rendering.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration 3d gaussian splatting for real-time radiance field rendering

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.922622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8e6c554f-b8b0-4f24-b9d6-af7a252e3296 · outbound

This paper cites R3eVision: A Survey on Robust Rendering, Restoration, and Enhancement for 3D Low-Level Vision.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration R3eVision: A Survey on Robust Rendering, Restoration, and Enhancement for 3D Low-Level Vision

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-17T21:50:19.390397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 19aae109-1b03-4b6f-93a2-d8df614b75c5 · outbound

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

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Aleth- nerf: Illumination adaptive nerf with concealing field assumption

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.928017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 36c7c92a-abae-4dd8-93a6-27e90dcc8097 · outbound

This paper cites Luminance-gs: Adapting 3d gaussian splatting to challenging lighting conditions with view-adaptive curve adjustment.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Luminance-gs: Adapting 3d gaussian splatting to challenging lighting conditions with view-adaptive curve adjustment

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.920005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6989e61b-d543-4f4a-b4fe-acc30cbe5a43 · outbound

This paper cites Vggt: Visual geometry grounded transformer.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Vggt: Visual geometry grounded transformer

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.917408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9217f0d3-554c-4078-beb8-0522c1435d2d · outbound

This paper cites Anysplat: Feed-forward 3d gaussian splatting from unconstrained views.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Anysplat: Feed-forward 3d gaussian splatting from unconstrained views

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-17T21:50:19.413286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c246945f-46da-44f5-9da1-14d2baba4828 · outbound

This paper cites Stylos: Multi-view 3d stylization with single-forward gaussian splatting.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Stylos: Multi-view 3d stylization with single-forward gaussian splatting

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-17T21:50:19.416422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1109e502-d2d3-4fe9-b4ea-b8cccb327e42 · outbound

This paper cites A dynamic histogram equalization for image contrast enhancement.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration A dynamic histogram equalization for image contrast enhancement

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.925246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 86e73a5b-8bd7-4724-b174-04f7509b9bb9 · outbound

This paper cites Efficient contrast enhance- ment using adaptive gamma correction with weighting distribution.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Efficient contrast enhance- ment using adaptive gamma correction with weighting distribution

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.930459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ef482790-cc57-4d56-a275-c719829e3997 · outbound

This paper cites The retinex theory of color vision.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration The retinex theory of color vision

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.935202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 634123a9-225a-41f3-b2cc-e2f99702595b · outbound

This paper cites A weighted vari- ational model for simultaneous reflectance and illumination estimation.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration A weighted vari- ational model for simultaneous reflectance and illumination estimation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.912487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation efea2d3a-502d-4571-90de-76a713966e47 · outbound

This paper cites Structure-revealing low- light image enhancement via robust retinex model.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Structure-revealing low- light image enhancement via robust retinex model

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.829696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cbbd9d2e-8a6b-4a64-b0ce-19513d2c1fe5 · outbound

This paper cites A survey on image enhancement for low-light images.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration A survey on image enhancement for low-light images

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.832070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6852c8fc-b206-4732-85a9-067ea4c3b81c · outbound

This paper cites Llnet: A deep autoencoder approach to natural low-light image enhancement.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Llnet: A deep autoencoder approach to natural low-light image enhancement

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.901433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2cb55982-7893-4933-8d2f-50328f28db2e · outbound

This paper cites Underexposed photo enhancement using deep illumination estimation.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Underexposed photo enhancement using deep illumination estimation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.895379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7f433f83-3aab-484d-b607-a9ad93eaa6c0 · outbound

This paper cites Learning enriched features for real image restoration and enhancement.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Learning enriched features for real image restoration and enhancement

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.898323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5f55a2a2-1e3a-4aa6-830b-e48b7745ce94 · outbound

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

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Enlightengan: Deep light enhancement without paired supervision

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.904518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1bc396ed-4e8e-4c09-8085-a68fe76fd8d7 · outbound

This paper cites Lednet: Joint low-light enhance- ment and deblurring in the dark.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Lednet: Joint low-light enhance- ment and deblurring in the dark

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.909725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f5fae7a2-6dd6-4550-a15a-513b4bd80ae4 · outbound

This paper cites Le-gan: Unsupervised low- light image enhancement network using attention module and identity invariant loss.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Le-gan: Unsupervised low- light image enhancement network using attention module and identity invariant loss

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.882296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9825d95c-0e2e-4ae5-8b80-4f429cff812a · outbound

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

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Snr-aware low-light image enhancement

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.887205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 18e63b93-0b47-4766-94ee-4fd631eda4a8 · outbound

This paper cites Retinex- former: One-stage retinex-based transformer for low-light image en- hancement.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Retinex- former: One-stage retinex-based transformer for low-light image en- hancement

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.884644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5c21f192-a6c1-45bd-9374-d392f85e1588 · outbound

This paper cites Lrt: An efficient low-light restoration transformer for dark light field images.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Lrt: An efficient low-light restoration transformer for dark light field images

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.877354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 138ea25e-4276-4cff-87a7-17e81f5ac216 · outbound

This paper cites Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-17T21:50:19.409699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 495ab7d6-c14a-449b-8574-f6ada481db0d · outbound

This paper cites Low-light image enhancement with wavelet-based diffusion models.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Low-light image enhancement with wavelet-based diffusion models

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.874540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 83fce2f2-82fa-404e-a135-ade3e3cd44b2 · outbound

This paper cites Diff-retinex++: Retinex- driven reinforced diffusion model for low-light image enhancement.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Diff-retinex++: Retinex- driven reinforced diffusion model for low-light image enhancement

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.879920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f676397d-5f01-425c-818d-23bf5adf33ce · outbound

This paper cites Lldiffusion: Learning degradation representations in diffusion models for low-light image enhancement.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Lldiffusion: Learning degradation representations in diffusion models for low-light image enhancement

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.890022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 27a30d70-509a-4a9e-a130-a0673d979578 · outbound

This paper cites Lighting up nerf via unsupervised decomposition and enhancement.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Lighting up nerf via unsupervised decomposition and enhancement

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.907062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 78b111c6-fea8-42f7-b36f-47f630f28a6a · outbound

This paper cites LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-17T21:50:19.401663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 65c37f82-bbc9-437c-8f93-1583a0bafbbe · outbound

This paper cites Bilateral guided radiance field processing.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Bilateral guided radiance field processing

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.871537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cc5f6ddd-28ce-4c6e-95ab-08e9a81969a5 · outbound

This paper cites Demon: Depth and motion network for learning monocular stereo.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Demon: Depth and motion network for learning monocular stereo

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.866149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d8ae3af0-8b26-492c-bcf8-c30af91268a1 · outbound

This paper cites Deeptam: Deep tracking and mapping.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Deeptam: Deep tracking and mapping

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.892520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6030a28d-1e22-4af4-b566-e05d2cddbba0 · outbound

This paper cites Deepv2d: Video to depth with differentiable structure from motion.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Deepv2d: Video to depth with differentiable structure from motion

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.914824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9a398dbd-bb04-4211-a9c7-feb6d7f82f87 · outbound

This paper cites Multi-view 3d reconstruction with transformers.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Multi-view 3d reconstruction with transformers

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.863784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f2853a5b-0717-4fe3-ba73-44039822aadb · outbound

This paper cites Dust3r: Geometric 3d vision made easy.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Dust3r: Geometric 3d vision made easy

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.868815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 91fd6d83-3e95-48c0-8b4a-8b67290019ca · outbound

This paper cites Grounding image matching in 3d with mast3r.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Grounding image matching in 3d with mast3r

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.857289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a8a2c125-559f-4504-a6a1-88d74f927b90 · outbound

This paper cites 3D Reconstruction with Spatial Memory.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration 3D Reconstruction with Spatial Memory

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-05-17T21:50:19.393758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation aa90df4f-bb84-4bd3-bdc4-a87fc5e509fe · outbound

This paper cites Continuous 3d perception model with persistent state.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Continuous 3d perception model with persistent state

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.861305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 09f9074d-4a37-4741-b216-33520cd7dbf8 · outbound

This paper cites Must3r: Multi-view network for stereo 3d reconstruc- tion.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Must3r: Multi-view network for stereo 3d reconstruc- tion

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.837807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d2434de8-a447-4bf0-9c08-dc505f5fb86b · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-05-17T21:50:19.397598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8b2bb6b3-21f6-4057-84c9-5f333052451b · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration The unreasonable effectiveness of deep features as a perceptual metric

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T21:50:19.835114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fe4e4a16-b93a-463d-8c32-eb5f3f87467b · outbound

This paper cites Depth Anything V2.

Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration Depth Anything V2

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-05-17T21:50:19.405656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.