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Paper Citation Record · LEDGER

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration

As of 20 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2504.16637.

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

pith.paper-citation-record.v1
2504.16637 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:03:21.855441Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

29 of 29 outbound references displayed

  • verified exact1
  • verified fuzzy27
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0c82984f-b333-45f2-8999-0d325394b6c9 · outbound

This paper cites Defocus deblurring using dual-pixel data.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Defocus deblurring using dual-pixel data

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 7b763171-f305-4cbf-88a7-7a6b06092615 · outbound

This paper cites All snow removed: Single image desnowing algorithm using hierarchical dual-tree complex wavelet representation and contradict channel loss.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration All snow removed: Single image desnowing algorithm using hierarchical dual-tree complex wavelet representation and contradict channel loss

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.463184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation c8b2e1cd-a80e-4ead-97ac-27054ceb9806 · outbound

This paper cites Improving image restoration by revis- iting global information aggregation.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Improving image restoration by revis- iting global information aggregation

Reference 7

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 2c547ef4-6301-48be-9631-900af4ebe802 · outbound

This paper cites An image is worth 16x16 words: Trans- formers for image recognition at scale.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration An image is worth 16x16 words: Trans- formers for image recognition at scale

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 08ed8d1e-4e37-40e9-b391-a220eec7ad94 · outbound

This paper cites Efficient frequency domain-based transformers for high-quality image deblur- ring.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Efficient frequency domain-based transformers for high-quality image deblur- ring

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.311507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation f2015997-9ced-4634-ae94-08df3b441204 · outbound

This paper cites Efficient and explicit modelling of image hi- erarchies for image restoration.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Efficient and explicit modelling of image hi- erarchies for image restoration

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 8f70ae6a-f4da-4d5c-94ae-bffccba5fa45 · outbound

This paper cites SwinIR: Image restoration using swin transformer.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration SwinIR: Image restoration using swin transformer

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.269531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.755881Z digest=sha256:1a4b40385749710d714f058e749dbc73cc459e04d0292a15ff83c5908fe33f94

Observation 11f4798f-43de-42d8-8273-c96a14d210ea · outbound

This paper cites Desnownet: Context- aware deep network for snow removal.IEEE Transactions on Image Processing (TIP), 27(6):3064–3073,.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Desnownet: Context- aware deep network for snow removal.IEEE Transactions on Image Processing (TIP), 27(6):3064–3073,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.224300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 2c78b51f-43dd-402b-9994-101d8f8d80ef · outbound

This paper cites Swin Transformer: Hierarchical vision transformer using shifted windows.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Swin Transformer: Hierarchical vision transformer using shifted windows

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.198212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation aff6d729-9586-444e-af41-7a980c904efe · outbound

This paper cites SGDR: Stochastic Gradient Descent with Warm Restarts.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration SGDR: Stochastic Gradient Descent with Warm Restarts

Reference 18

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 726b09ee-611a-46d3-90bd-9263b596cccf · outbound

This paper cites Spatially- adaptive image restoration using distortion-guided networks.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Spatially- adaptive image restoration using distortion-guided networks

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.176154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation d8b929d1-29a2-4946-acef-3dea16307d8e · outbound

This paper cites Re- store anything with masks: Leveraging mask image mod- eling for blind all-in-one image restoration.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Re- store anything with masks: Leveraging mask image mod- eling for blind all-in-one image restoration

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.154928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 5c165cf7-4eb2-459a-b812-dbea53f18125 · outbound

This paper cites Aitken, Rob Bishop, Daniel Rueckert, and Zehan Wang.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Aitken, Rob Bishop, Daniel Rueckert, and Zehan Wang

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.077179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.815003Z digest=sha256:faba8390373bbf983c20a44ee128696ba3e354518e45e49c63cc455c4f4fae26

Observation cdc5abde-375e-41cd-aa50-89ac50e143aa · outbound

This paper cites Gomez, Łukasz Kaiser, and Illia Polosukhin.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Gomez, Łukasz Kaiser, and Illia Polosukhin

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.054627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.821173Z digest=sha256:f1dcde64c317251d88c59c4e97e9f9a1d8f672c076ec95ab9ae55e7b08cf0b1f

Observation 41ee2807-e3ba-4c3f-8725-213f02721ca4 · outbound

This paper cites Perceiving and Modeling Density is All You Need for Image Dehazing.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Perceiving and Modeling Density is All You Need for Image Dehazing

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-16T11:03:21.916015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 3f3c1c4e-b2b8-4b1c-b145-12db30ed1a74 · outbound

This paper cites Multi-stage progres- sive image restoration.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Multi-stage progres- sive image restoration

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.011535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.841664Z digest=sha256:e41b08828fdbeb6e9d6e43880287a6abd6c2e70c2bbc28a03ef7b45ff437cce0

Observation 7e95f457-1ba2-48e7-aecc-e37861308ead · outbound

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

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Restormer: Efficient transformer for high-resolution image restoration

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:21.991925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.849143Z digest=sha256:8c557a37cd4196c1ad9dbc4449301bc7a0f782e38422ee3d4c5cb83b2c50a15f

Observation 15a25db3-e304-4e6c-bb18-7aa9d80b8836 · outbound

This paper cites The impact of adverse weather conditions on au- tonomous vehicles: How rain, snow, fog, and hail affect the performance of a self-driving car.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration The impact of adverse weather conditions on au- tonomous vehicles: How rain, snow, fog, and hail affect the performance of a self-driving car

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:21.966036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.855441Z digest=sha256:8fbb4684d5acb5bbc6b36f57c293b87374ea8dea98aabe87f2d3f60daec7c7fe

Observation 7689d0ad-0140-4e47-beab-e46173f2b541 · outbound

This paper cites Multi-scale progressive fusion network for sin- gle image deraining.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Multi-scale progressive fusion network for sin- gle image deraining

Reference 2010

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.334251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.740080Z digest=sha256:863cba5bb7fd378027095650906f025a2a09503e09838605d389ef27bfcfbfda

Observation f5df004c-1949-4937-9ec7-b2c4aa5822b2 · outbound

This paper cites Multi-scale boosted dehazing network with dense feature fusion.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Multi-scale boosted dehazing network with dense feature fusion

Reference 2011

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.370022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.729890Z digest=sha256:b27ee3148cb3a5a183708ecb72f83b51bd94aadfad76d9753d9c7f15e7f92d2e

Observation 4f9c2274-1e58-444a-80f2-613efaa9db2d · outbound

This paper cites JSTASR: Joint size and transparency-aware snow removal algorithm based on modified partial convolution and veiling effect removal.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration JSTASR: Joint size and transparency-aware snow removal algorithm based on modified partial convolution and veiling effect removal

Reference 2016

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.484485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.700624Z digest=sha256:24eb00a4bdd4356ee99b377fc29b269a1adbc5967bbb3bc31d1ceef29f9a6f5e

Observation 694585ec-e43e-4ad9-94bf-9174113247c7 · outbound

This paper cites [Yang et al., 2020] Wenhan Yang, Robby T Tan, Shiqi Wang, Yuming Fang, and Jiaying Liu.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration [Yang et al., 2020] Wenhan Yang, Robby T Tan, Shiqi Wang, Yuming Fang, and Jiaying Liu

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.037950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.828717Z digest=sha256:c767537d59eb8bbee76553632a40113e8f44c884e40555041d6be8b7ca482368

Observation 58c5985f-60bc-4930-93d4-8b7a44ee088a · outbound

This paper cites Dehazenet: An end-to-end system for single image haze removal.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Dehazenet: An end-to-end system for single image haze removal

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.508903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.695536Z digest=sha256:fead5c235d34417b640a4f561e00591bfb73c41a4d4ccf5add07b835ad0f1fdc

Observation 55a1f55d-2946-4662-9917-23a632459cc4 · outbound

This paper cites Ancuti, Cosmin Ancuti, Mateu Sbert, and Radu Timofte.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Ancuti, Cosmin Ancuti, Mateu Sbert, and Radu Timofte

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.528088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.690101Z digest=sha256:1a7d31147ee8465894b83b3c4ce1715f21dbe1adc73b001d6813a9bf516050e7

Observation 6c8cf8d8-eafc-4a63-8cd2-ee042e61676c · outbound

This paper cites De- blurring for spiral real-time mri using convolutional neural networks.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration De- blurring for spiral real-time mri using convolutional neural networks

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.244765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.760776Z digest=sha256:cb8c6516f60e061ba043f1899eb3e8bb1663ab849aa8b6ef76b053db1ae46eec

Observation 3fbacdad-f353-446e-b449-0ba2dd8cd282 · outbound

This paper cites Progressive image de- raining networks: A better and simpler baseline.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Progressive image de- raining networks: A better and simpler baseline

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.101283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.808802Z digest=sha256:f92521ac02f27be4be38f61bab270b3307246b6bd780d9ec42c3758fec27dc48

Observation 6180ecea-8a29-4167-8ded-427e06bad998 · outbound

This paper cites MSP-Former: Multi-scale projection transformer for single image desnowing.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration MSP-Former: Multi-scale projection transformer for single image desnowing

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.439815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.712778Z digest=sha256:6b3f1a980a067c4717a18362665343c6ce738642a5d3c589a8dcd47c00d6954c

Observation afed994a-4ae8-48a4-8bbb-503802f93fae · outbound

This paper cites Image deblurring and super- resolution by adaptive sparse domain selection and adap- tive regularization.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Image deblurring and super- resolution by adaptive sparse domain selection and adap- tive regularization

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.390698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.724438Z digest=sha256:bbf6f6bb11274d228ff26f355856684cd3aed83eb4aeedac8feacb660127336f

Observation deb3c51a-01f2-418b-9ad2-de743557f256 · outbound

This paper cites [Rasti et al., 2022] Behnood Rasti, Yi Chang, Emanuele Dalsasso, Loic Denis, and Pedram Ghamisi.

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration [Rasti et al., 2022] Behnood Rasti, Yi Chang, Emanuele Dalsasso, Loic Denis, and Pedram Ghamisi

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:03:22.128097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T11:03:21.802251Z digest=sha256:a2ba3321d9dad6aa61e6798bfaf93e3d6f24083050e331198b893359807c1fd0

Pith citing papers

No inbound Pith citation observations are available.