Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T22:22:01.841572Z
Paper Citation Record · LEDGER
CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance
As of 19 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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
No inbound Pith citation observations are available.