Paper Citation Record · LEDGER

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance

As of 23 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2508.07140.

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

pith.paper-citation-record.v1
2508.07140 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:22:01.841572Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

30 of 30 outbound references displayed

verified exact4
verified fuzzy25
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 470abb07-83cd-448c-bf63-b2b48c283bca · outbound

This paper cites Retinex- mamba: Retinex-based mamba for low-light image enhancement.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Retinex- mamba: Retinex-based mamba for low-light image enhancement

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.221199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5e56089d-2aa5-48ad-bf94-f3d4e36c1bc6 · outbound

This paper cites LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:22:01.923656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b15907d7-8e65-46a2-a1d4-0386621b9569 · outbound

This paper cites A scientific investigation of five polymeric materials used in the conservation of murals in dunhuang mogao grottoes.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance A scientific investigation of five polymeric materials used in the conservation of murals in dunhuang mogao grottoes

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.208777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c11ae025-6f66-47bf-ad9c-eb9159892034 · outbound

This paper cites Hint: High-quality inpainting transformer with mask-aware encoding and enhanced attention.IEEE Trans- actions on Multimedia, 2024.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Hint: High-quality inpainting transformer with mask-aware encoding and enhanced attention.IEEE Trans- actions on Multimedia, 2024

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.194580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dcd3d3a6-7f49-4b86-9188-d5adeeb801b8 · outbound

This paper cites T-former: An effi- cient transformer for image inpainting.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance T-former: An effi- cient transformer for image inpainting

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.183497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 16db16a8-b48f-4a11-9642-8e5dfb5ca525 · outbound

This paper cites Deep fusion network for image completion.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Deep fusion network for image completion

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.172516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bcc02207-a03f-4e95-acae-1b6d83e66508 · outbound

This paper cites Line Drawing Guided Progressive Inpainting of Mural Damage.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Line Drawing Guided Progressive Inpainting of Mural Damage

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:22:01.908205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 29109ee0-ecbb-4428-9a46-cf737f8644ff · outbound

This paper cites Misf: Multi- level interactive siamese filtering for high-fidelity image inpainting.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Misf: Multi- level interactive siamese filtering for high-fidelity image inpainting

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.161423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7772fafd-ae55-448f-80bf-e70e9c990001 · outbound

This paper cites Coordfill: Efficient high-resolution image inpainting via parameterized coordi- nate querying.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Coordfill: Efficient high-resolution image inpainting via parameterized coordi- nate querying

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.149951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation eb5ff39f-aede-459d-9638-d298d19ebc05 · outbound

This paper cites SGDR: Stochastic gradient descent with warm restarts.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance SGDR: Stochastic gradient descent with warm restarts

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T22:22:01.763898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f57fa17-94ca-49f6-9a34-4d4d5182412b · outbound

This paper cites Decoupled weight decay regularization.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Decoupled weight decay regularization

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.132028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e4d10157-c094-4477-b035-bc61dcc24560 · outbound

This paper cites The digital reconstruction of degraded ancient temple murals using dynamic mask generation and an extended exemplar-based region- filling algorithm.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance The digital reconstruction of degraded ancient temple murals using dynamic mask generation and an extended exemplar-based region- filling algorithm

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.121365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 400cf946-e3a7-4caf-8008-11b8db39a839 · outbound

This paper cites Edge- connect: Structure guided image inpainting using edge prediction.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Edge- connect: Structure guided image inpainting using edge prediction

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.110707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c2e35022-5dc5-44c4-a879-7b8e7621df21 · outbound

This paper cites Distance-based weighted transformer network for image completion.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Distance-based weighted transformer network for image completion

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.098869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8899cb4d-8ea3-4d30-90f4-c6540bde498d · outbound

This paper cites Resolution-robust large mask inpainting with fourier convolutions.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Resolution-robust large mask inpainting with fourier convolutions

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.087696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f6807ca9-95f1-42c2-b632-216bc53737b7 · outbound

This paper cites Maxvit: Multi-axis vision transformer.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Maxvit: Multi-axis vision transformer

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.076845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 25dababd-8685-40f4-b7eb-6473f76cdf26 · outbound

This paper cites Thanka mural inpainting based on multi-scale adaptive partial convolution and stroke-like mask.IEEE Transactions on Image Processing, 2021.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Thanka mural inpainting based on multi-scale adaptive partial convolution and stroke-like mask.IEEE Transactions on Image Processing, 2021

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.065133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3b235763-6fb0-4b45-9627-5ef4863b73a5 · outbound

This paper cites Current progress on murals: distribution, conservation and utilization.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Current progress on murals: distribution, conservation and utilization

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.053936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5da4b830-be02-4a8b-8504-76c1923b333a · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Image quality assessment: from error visibility to structural similarity

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.043232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c29f06b5-0b5a-4357-9d9f-54a66093c793 · outbound

This paper cites Syformer: Structure-guided synergism transformer for large-portion image inpainting.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Syformer: Structure-guided synergism transformer for large-portion image inpainting

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.031841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c9fea7ac-d3d4-49d4-966a-5853261623c6 · outbound

This paper cites DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:22:01.891067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bf2c8d2f-3233-442e-b56e-bbb9ffe29363 · outbound

This paper cites Deep learning algorithm in ancient relics image colour restoration technology.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Deep learning algorithm in ancient relics image colour restoration technology

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.019907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2e49a03d-df71-4f26-89c8-fb2205fe6907 · outbound

This paper cites A comprehensive dataset for digital restoration of dunhuang murals.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance A comprehensive dataset for digital restoration of dunhuang murals

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:02.009368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6baa7b41-514b-426e-a6cb-6303ce7adc19 · outbound

This paper cites Muraldiff: Diffusion for ancient murals restoration on large-scale pre-training.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Muraldiff: Diffusion for ancient murals restoration on large-scale pre-training

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:01.996123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3d49c14d-cf12-4784-b612-cbc8cdb0f8b8 · outbound

This paper cites Contextual resid- ual aggregation for ultra high-resolution image inpainting.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Contextual resid- ual aggregation for ultra high-resolution image inpainting

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:01.984166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4ba8e0aa-7624-4b3c-a176-cd1687198845 · outbound

This paper cites Free- form image inpainting with gated convolution.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Free- form image inpainting with gated convolution

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:01.972577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7647eb05-45fc-4a39-b848-b7258a23b5a0 · outbound

This paper cites Region normalization for image inpainting.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Region normalization for image inpainting

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:01.961305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a5a31773-5b2d-492a-9c7e-0fbe90d6bfd8 · outbound

This paper cites Dunhuang Grottoes Painting Dataset and Benchmark.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Dunhuang Grottoes Painting Dataset and Benchmark

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:22:01.872954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d38fcd19-ce1c-4ae1-baaf-7ec93b3cc1d3 · outbound

This paper cites Restormer: Efficient transformer for high-resolution image restoration.

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance Restormer: Efficient transformer for high-resolution image restoration

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:01.948769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f31730ba-5a1b-4fd7-b55b-edaea47f7dcb · outbound

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

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance The unreasonable effectiveness of deep features as a perceptual metric

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:01.935482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.