Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T18:23:09.648967Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 2 inbound Pith citation observations for arXiv:2507.17892.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T18:23:09.648967Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-28T22:29:47.596119Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-28T22:32:44.085243Z
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a24878bb-dcb6-4137-bf64-4ba21244d2c0 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration A high-quality denoising dataset for smartphone cameras
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fd3d0e4-e3b0-4051-8d42-b9172f2c5964 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Defocus deblurring using dual-pixel data
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 314a0e33-1dd1-47b2-b371-6d613fff0ed4 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Learning to reduce defocus blur by realistically modeling dual-pixel data
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7773defd-30be-4344-800f-76e76813080c · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Digital image restoration
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 85c96dfa-fc55-4be6-a5a6-e291a511d2d1 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Simple baselines for image restoration
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 91876f1b-cd92-459f-b907-f20e5849bd42 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Lgit: local--global interaction transformer for low-light image denoising
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5434e304-925d-4c4c-bb71-99e5d7ac1ba4 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Rethinking coarse-to-fine approach in single image deblurring
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 90d954be-f44e-471c-8919-890ca76848bf · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Improving image restoration by revisiting global information aggregation
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e23f6dc9-4a18-4d0c-9cec-25797e0e6172 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Image denoising by sparse 3-d transform-domain collaborative filtering
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b1998291-9732-44ad-a673-37dd6238c36f · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Cu-mamba: Selective state space models with channel learning for image restoration
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a8114314-d4fc-44c7-b389-ebf0b70ad37f · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Perceptual enhancement for autonomous vehicles: Restoring visually degraded images for context prediction via adversarial training
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b56c80d0-2b2d-413b-a3ab-cd99f12dc9ae · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Masked Autoencoders as Image Processors
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8e8dc866-c49b-43cc-9232-8f6d78eb7b28 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Mambair: A simple baseline for image restoration with state-space model
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b750efc0-5db1-4d72-9fe1-413775821ac3 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Dilated Neighborhood Attention Transformer
Reference 14
Source-reported events for the cited work
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Observation 3ab6f00a-f242-4409-9abf-6adbebc67f1b · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Neighborhood attention transformer
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f4cbf777-8714-48a4-aa38-d7e172675c66 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Gans trained by a two time-scale update rule converge to a local nash equilibrium
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7a3d590-8982-4839-aad1-3375421189d7 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Dilated fully convolutional neural network for depth estimation from a single image
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9a21430b-6773-4840-97d3-fcd4ea1a1925 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Spach transformer: Spatial and channel-wise transformer based on local and global self-attentions for pet image denoising
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2101b4af-43e4-49ee-bba3-d0197df53eb9 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Multi-scale progressive fusion network for single image deraining
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6a28515b-8cce-4a96-952b-7d6372aa706b · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Edge-based defocus blur estimation with adaptive scale selection
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c16ee674-8db3-4add-8c09-d7ceb0559bb8 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Deep defocus map estimation using domain adaptation
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation dd6a37ab-97e7-4bc0-a4f2-cdb133dbc1f7 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Iterative filter adaptive network for single image defocus deblurring
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0de5be71-1d14-4da0-83fa-ea6bd1f4cdbb · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Mair: A locality- and continuity-preserving mamba for image restoration
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ed2cb9ee-c661-45f8-8327-bc0a4f6748c1 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Recurrent squeeze-and-excitation context aggregation net for single image deraining
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a30546a6-271b-440c-b2dd-e85260eb201a · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Efficient and explicit modelling of image hierarchies for image restoration
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d0f055f0-a912-45d6-a727-d1e45c7467a8 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Swinir: Image restoration using swin transformer
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92df31ae-1835-47bf-9a39-a431ac227f2a · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Network In Network
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d46fb47d-2df2-4ce7-a6f4-9ed7d702ecd3 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Swin transformer: Hierarchical vision transformer using shifted windows
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86a2e81e-33f1-4568-9fbf-eec27dc99a5d · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Decoupled Weight Decay Regularization
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation deeafc3a-2797-43b4-90f4-30294be107ae · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Dynamic attentive graph learning for image restoration
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 82a51990-b931-4e40-ace0-a999083a2aac · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Deep multi-scale convolutional neural network for dynamic scene deblurring
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b7f2d47-f983-48fe-b481-75557258437c · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Multi-temporal recurrent neural networks for progressive non-uniform single image deblurring with incremental temporal training
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9f6d7671-c5e7-4e25-b7e1-6711a2c79e43 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration On aliased resizing and surprising subtleties in gan evaluation
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27a4dc7e-7815-49bb-9c84-598d5053b184 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Spatially-adaptive image restoration using distortion-guided networks
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation efe2da30-8037-42cb-a50c-58d0220fd875 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Image restoration for remote sensing: Overview and toolbox
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation efcf9df8-d3f9-45dd-a450-e4b7a645d5d2 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Progressive image deraining networks: A better and simpler baseline
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 637734e7-7aa2-4363-ada3-263d8bbd236d · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Human-aware motion deblurring
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e8d8fbd9-7937-4fcf-b195-29e4f56eb7b6 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Just noticeable defocus blur detection and estimation
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 446d11e4-45ca-4942-aafd-ae320c3e73c7 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Single image defocus deblurring using kernel-sharing parallel atrous convolutions
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 49d16ef7-3077-4c60-ab69-678ed95892ae · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Scale-recurrent network for deep image deblurring
Reference 40
Source-reported events for the cited work
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Observation f6293f03-04c2-4fd1-a5c5-eb842780c4bb · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Stripformer: Strip transformer for fast image deblurring
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 619f9dca-d3f1-4a41-a45f-07bbc4bc69a2 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Attention is all you need
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e03f1ad-80e1-45fb-88af-10734757eada · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Eca-net: Efficient channel attention for deep convolutional neural networks
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b053ac8d-fe7f-464c-9661-6d93bb2f8507 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Uformer: A general u-shaped transformer for image restoration
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b6ef084b-3087-42ac-b826-83b9e15012d2 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Semi-supervised transfer learning for image rain removal
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b838f17b-0ae0-4cef-8f22-655d87e51b02 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Uncertainty guided multi-scale residual learning-using a cycle spinning cnn for single image de-raining
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7b1ab89a-ac14-48ab-a4ec-d70631d140e5 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Variational denoising network: Toward blind noise modeling and removal
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cb5154f9-3f49-4391-8159-4f72d9353a9e · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Learning enriched features for real image restoration and enhancement
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4def475b-e846-4231-a253-7be329b6317b · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Multi-stage progressive image restoration
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 830a6246-0834-4510-9e86-852632e77ed3 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Restormer: Efficient transformer for high-resolution image restoration
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 104cafcb-32ee-4639-8b40-010ee0d1366f · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration A review on deep learning in medical image reconstruction
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ac0ec589-d8ab-4ee8-86aa-16799ca4885c · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Density-aware single image de-raining using a multi-stream dense network
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c5a14049-faf7-4874-a1d3-336ec8e6a2a9 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Accurate Image Restoration with Attention Retractable Transformer
Reference 53
Source-reported events for the cited work
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Observation 1e71776e-e97b-487f-ba06-1f9762eaaafa · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Beyond a gaussian denoiser: Residual learning of deep cnn for image denoising
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e4458821-2529-4eed-ba07-2a9364c48778 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Learning deep cnn denoiser prior for image restoration
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2647b559-58e7-427e-abf6-5f8b7ccb702b · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Deblurring by realistic blurring
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8bc12ebd-3cea-4f74-b261-50d01b972840 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration The unreasonable effectiveness of deep features as a perceptual metric
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60830112-326f-40ed-a410-54fef6d8d9c1 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration Comprehensive and delicate: An efficient transformer for image restoration
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 895d04fc-9190-4ab2-b700-2134f23925a4 · outbound
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration write newline
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33708ef8-221f-40ab-8039-ab69328745e5 · inbound
UnfoldLDM: Degradation-Aware Unfolding with Iterative Latent Diffusion Priors for Blind Image Restoration DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 15b83f00-1db5-4da0-bae3-5a832391db26 · inbound
SurGe: Improved Surface Geometry in Point Maps DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.