Paper Citation Record · LEDGER

Efficient Transformer for High Resolution Image Motion Deblurring

As of 15 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2501.18403.

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

pith.paper-citation-record.v1
2501.18403 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T23:38:40.474640Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

26 of 26 outbound references displayed

verified exact4
verified fuzzy10
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 575c0b52-d8ff-4e2b-a562-99044c45c0a9 · outbound

This paper cites Guided Frequency Loss for Image Restoration.

Efficient Transformer for High Resolution Image Motion Deblurring Guided Frequency Loss for Image Restoration

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-08-09T23:38:40.830103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b9187478-9347-432f-b364-ba64df57f7be · outbound

This paper cites A Comprehensive Survey on Deep Neural Image Deblurring.

Efficient Transformer for High Resolution Image Motion Deblurring A Comprehensive Survey on Deep Neural Image Deblurring

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-09T23:38:40.813977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f6e641e6-658a-454e-bc26-708acfd00839 · outbound

This paper cites Improving Image Restoration by Revisiting Global Information Aggregation.

Efficient Transformer for High Resolution Image Motion Deblurring Improving Image Restoration by Revisiting Global Information Aggregation

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-09T23:38:40.797328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation de9bba2d-428f-402d-af07-c33ff5cf12a2 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Efficient Transformer for High Resolution Image Motion Deblurring An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T23:38:40.267286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e208e44-d5c2-4b37-acd1-3551b3bf7c94 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

Efficient Transformer for High Resolution Image Motion Deblurring Gaussian Error Linear Units (GELUs)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T23:38:40.272641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 435953ee-ee47-4146-8a1a-0413413c0f02 · outbound

This paper cites Real-Time Motion Blur Using Multi-Layer Motion Vectors.

Efficient Transformer for High Resolution Image Motion Deblurring Real-Time Motion Blur Using Multi-Layer Motion Vectors

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T23:38:41.250611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0e18fceb-8858-4236-a7a1-a8438208b15a · outbound

This paper cites Decoupled Weight Decay Regularization.

Efficient Transformer for High Resolution Image Motion Deblurring Decoupled Weight Decay Regularization

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T23:38:40.282627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9893b291-8b3b-4034-8b38-d3c0c50c775f · outbound

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

Efficient Transformer for High Resolution Image Motion Deblurring SGDR: Stochastic Gradient Descent with Warm Restarts

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T23:38:40.286936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36498e7c-56c2-4af7-a3ef-38d298422701 · outbound

This paper cites Deep multi-scale convolutional neural network for dynamic scene deblurring.

Efficient Transformer for High Resolution Image Motion Deblurring Deep multi-scale convolutional neural network for dynamic scene deblurring

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T23:38:41.239443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6db1b4ff-8c77-4045-aef0-491ff1b1b2f3 · outbound

This paper cites Real- World Blur Dataset for Learning and Benchmarking Deblurring Al- gorithms.

Efficient Transformer for High Resolution Image Motion Deblurring Real- World Blur Dataset for Learning and Benchmarking Deblurring Al- gorithms

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T23:38:41.228126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1626386c-ebb1-49a4-889d-0af558905816 · outbound

This paper cites U-Net: Convolutional Networks for Biomedical Image Segmentation.

Efficient Transformer for High Resolution Image Motion Deblurring U-Net: Convolutional Networks for Biomedical Image Segmentation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T23:38:40.300803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4505b7b-2481-491e-bae6-7523adcf0fdf · outbound

This paper cites Color-Sensitivity-Based Combined PSNR for Objective Video Quality Assessment.

Efficient Transformer for High Resolution Image Motion Deblurring Color-Sensitivity-Based Combined PSNR for Objective Video Quality Assessment

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T23:38:41.216279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4b30cf20-9b30-4167-b121-119744799638 · outbound

This paper cites an unresolved cited work.

Efficient Transformer for High Resolution Image Motion Deblurring Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-09T23:38:41.202992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a212659e-9574-47ca-bf94-db2e88fe3764 · outbound

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

Efficient Transformer for High Resolution Image Motion Deblurring Aitken, Rob Bishop, Daniel Rueckert, and Zehan Wang

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T23:38:41.139998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c8cdad3b-6bec-4621-afd0-7f0f98bbfd33 · outbound

This paper cites Stripformer: Strip transformer for fast image deblurring.

Efficient Transformer for High Resolution Image Motion Deblurring Stripformer: Strip transformer for fast image deblurring

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T23:38:41.033480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2c390db3-4a3c-4af1-bf54-eb45fd0a1fc7 · outbound

This paper cites Attention Is All You Need.

Efficient Transformer for High Resolution Image Motion Deblurring Attention Is All You Need

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T23:38:40.322354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b190392-063b-47f2-a7fc-4322c6558ec0 · outbound

This paper cites Uformer: A General U-Shaped Transformer for Image Restoration.

Efficient Transformer for High Resolution Image Motion Deblurring Uformer: A General U-Shaped Transformer for Image Restoration

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T23:38:40.926240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 64a44702-c3aa-4e24-ac50-44810efaa21c · outbound

This paper cites Bovik, H.R.

Efficient Transformer for High Resolution Image Motion Deblurring Bovik, H.R

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T23:38:40.882030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a9ff2ace-90c3-4981-8df0-45e5f3dcfc5f · outbound

This paper cites an unresolved cited work.

Efficient Transformer for High Resolution Image Motion Deblurring Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-09T23:38:40.869765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 53f9d50e-9c6a-4cce-844e-fd399501c7c4 · outbound

This paper cites Restormer: Efficient Transformer for High-Resolution Image Restoration.

Efficient Transformer for High Resolution Image Motion Deblurring Restormer: Efficient Transformer for High-Resolution Image Restoration

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T23:38:40.340262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ef7c15d-313b-48d2-ad4f-701ed6f66185 · outbound

This paper cites Multi-Stage Progressive Image Restoration.

Efficient Transformer for High Resolution Image Motion Deblurring Multi-Stage Progressive Image Restoration

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-09T23:38:40.689886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 563ba0db-a883-49e4-8915-9af4d5579332 · outbound

This paper cites Deep Image Deblurring: A Survey.

Efficient Transformer for High Resolution Image Motion Deblurring Deep Image Deblurring: A Survey

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-09T23:38:40.601435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 55e1ed4d-145d-4b94-b6b2-b096c2974295 · outbound

This paper cites MC- Blur: A Comprehensive Benchmark for Image Deblurring, September.

Efficient Transformer for High Resolution Image Motion Deblurring MC- Blur: A Comprehensive Benchmark for Image Deblurring, September

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T23:38:40.856158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8d84a14e-b18a-4359-98be-e3aa8e60a99c · outbound

This paper cites The Unreasonable Effectiveness of Deep Features as a Perceptual Metric.

Efficient Transformer for High Resolution Image Motion Deblurring The Unreasonable Effectiveness of Deep Features as a Perceptual Metric

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T23:38:40.411478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89b91465-ec81-4e73-8c4e-49963d30fe48 · outbound

This paper cites United defocus blur detection and deblurring via adversarial promoting learning.

Efficient Transformer for High Resolution Image Motion Deblurring United defocus blur detection and deblurring via adversarial promoting learning

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T23:38:40.842115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4700365e-3710-429a-ad46-b6d4b82adce4 · outbound

This paper cites Ultra-High-Definition Image Deblurring via Multi-scale Cubic-Mixer.

Efficient Transformer for High Resolution Image Motion Deblurring Ultra-High-Definition Image Deblurring via Multi-scale Cubic-Mixer

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T23:38:40.474640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.