Paper Citation Record · LEDGER

Video Deblurring with Deconvolution and Aggregation Networks

As of 8 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2506.04054.

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

pith.paper-citation-record.v1
2506.04054 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:53:02.519242Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

45 of 45 outbound references displayed

verified exact0
verified fuzzy37
unresolved8
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c19c7358-13b4-4204-a585-a2bbf5c8e35b · outbound

This paper cites Visual tracking in the presence of motion blur.

Video Deblurring with Deconvolution and Aggregation Networks Visual tracking in the presence of motion blur

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:03.143045Z

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Observation ffb27add-68f5-4fc1-aa39-bc599fa1753c · outbound

This paper cites Modeling and generating complex motion blur for real-time tracking.

Video Deblurring with Deconvolution and Aggregation Networks Modeling and generating complex motion blur for real-time tracking

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:03.126762Z

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Observation f33a34c6-7c34-4720-82cf-afdcdb110f67 · outbound

This paper cites Motion blur kernel estimation via deep learning.

Video Deblurring with Deconvolution and Aggregation Networks Motion blur kernel estimation via deep learning

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:03.111243Z

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Observation 1c221b20-e79f-4a90-9a7a-16b60c164dd4 · outbound

This paper cites Deblurgan: Blind motion deblurring using conditional adversarial networks.

Video Deblurring with Deconvolution and Aggregation Networks Deblurgan: Blind motion deblurring using conditional adversarial networks

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:03.095999Z

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Observation 8dbcce33-fea8-4736-9f52-6662a6fe2c84 · outbound

This paper cites Scale-recurrent network for deep image deblurring.

Video Deblurring with Deconvolution and Aggregation Networks Scale-recurrent network for deep image deblurring

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:03.079260Z

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Observation 1c7ec9a1-5ed5-4e4e-8ce2-096a8f08fb9d · outbound

This paper cites Video deblurring for hand-held cameras using patch-based synthesis.

Video Deblurring with Deconvolution and Aggregation Networks Video deblurring for hand-held cameras using patch-based synthesis

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:03.061405Z

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Observation e8e18423-9aee-409b-81b9-c036eba2a52b · outbound

This paper cites Hand-held video deblurring via efficient fourier aggregation.

Video Deblurring with Deconvolution and Aggregation Networks Hand-held video deblurring via efficient fourier aggregation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:03.045590Z

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Observation 6dd70c8d-ab7b-4a56-8a9b-8d4a7c7b6561 · outbound

This paper cites Deep video deblurring for hand-held cameras.

Video Deblurring with Deconvolution and Aggregation Networks Deep video deblurring for hand-held cameras

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:03.031994Z

Source-reported events for the cited work

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Observation 3603b10b-9ccc-4bb4-8182-c820f07e935d · outbound

This paper cites Edvr: Video restoration with enhanced deformable convolutional networks.

Video Deblurring with Deconvolution and Aggregation Networks Edvr: Video restoration with enhanced deformable convolutional networks

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:03.018691Z

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Observation 8b182346-2a9f-49b8-8cff-ba99f1eaaedd · outbound

This paper cites Deformable convolutional networks.

Video Deblurring with Deconvolution and Aggregation Networks Deformable convolutional networks

Reference 10

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Source-reported events for the cited work

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Observation 4721d171-8d36-444a-b351-52a7dd848c6b · outbound

This paper cites Multi-shot imaging: joint alignment, deblurring and resolution-enhancement.

Video Deblurring with Deconvolution and Aggregation Networks Multi-shot imaging: joint alignment, deblurring and resolution-enhancement

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.995179Z

Source-reported events for the cited work

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Observation 141dd95a-0045-4d53-8e58-a80692545bc0 · outbound

This paper cites Simultaneous stereo video deblurring and scene flow estimation.

Video Deblurring with Deconvolution and Aggregation Networks Simultaneous stereo video deblurring and scene flow estimation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.980310Z

Source-reported events for the cited work

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Observation ed3b69a3-492e-436b-8cb0-bbfee2df23fc · outbound

This paper cites Online video deblurring via dynamic temporal blending network.

Video Deblurring with Deconvolution and Aggregation Networks Online video deblurring via dynamic temporal blending network

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.966587Z

Source-reported events for the cited work

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Observation 8b2ad7b8-2110-4730-9c7d-4fd7ebd17237 · outbound

This paper cites Recurrent neural networks with intra-frame iterations for video deblurring.

Video Deblurring with Deconvolution and Aggregation Networks Recurrent neural networks with intra-frame iterations for video deblurring

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.952313Z

Source-reported events for the cited work

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Observation 5fb7cf3f-29ef-4500-926a-0badde9ba6f6 · outbound

This paper cites Learning blind motion deblurring.

Video Deblurring with Deconvolution and Aggregation Networks Learning blind motion deblurring

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.938671Z

Source-reported events for the cited work

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Observation c3f0103e-b9a9-4311-adba-846a133ec368 · outbound

This paper cites Spatio-temporal filter adaptive network for video deblurring.

Video Deblurring with Deconvolution and Aggregation Networks Spatio-temporal filter adaptive network for video deblurring

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.924616Z

Source-reported events for the cited work

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Observation 603446eb-8d85-41a0-a9f0-a8326cf7e636 · outbound

This paper cites Non-local neural networks.

Video Deblurring with Deconvolution and Aggregation Networks Non-local neural networks

Reference 17

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Observation adf4679e-4f8f-41ba-9f95-ef311ff9cb31 · outbound

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

Video Deblurring with Deconvolution and Aggregation Networks Deep multi-scale convolutional neural network for dynamic scene deblurring

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.902033Z

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Observation f4c23519-8432-4a33-9154-416bfe2440b7 · outbound

This paper cites Blind image deconvolution.

Video Deblurring with Deconvolution and Aggregation Networks Blind image deconvolution

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.888224Z

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Observation 4dfbc254-581a-4543-950b-8e2207e10ae7 · outbound

This paper cites High-quality motion deblurring from a single image.

Video Deblurring with Deconvolution and Aggregation Networks High-quality motion deblurring from a single image

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.875125Z

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Observation 691dfed7-b494-448d-9a80-f8a366308cee · outbound

This paper cites Fast motion deblurring.

Video Deblurring with Deconvolution and Aggregation Networks Fast motion deblurring

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.862030Z

Source-reported events for the cited work

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Observation 90e075dd-505f-4147-9655-b4c510d4e658 · outbound

This paper cites Two-phase kernel estimation for robust motion deblurring.

Video Deblurring with Deconvolution and Aggregation Networks Two-phase kernel estimation for robust motion deblurring

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.848062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9e819235-f94f-4bdc-a6c6-7376307a76a5 · outbound

This paper cites Generalized video deblurring for dynamic scenes.

Video Deblurring with Deconvolution and Aggregation Networks Generalized video deblurring for dynamic scenes

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.834414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 814195f3-098a-4d50-8fed-785b1ccfc996 · outbound

This paper cites Video deblurring via semantic segmentation and pixel-wise non-linear kernel.

Video Deblurring with Deconvolution and Aggregation Networks Video deblurring via semantic segmentation and pixel-wise non-linear kernel

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.821215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 59678f3d-102e-4dca-8273-bb2a2d7ded78 · outbound

This paper cites Robust multichannel blind deconvolution via fast alternating minimization.

Video Deblurring with Deconvolution and Aggregation Networks Robust multichannel blind deconvolution via fast alternating minimization

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.808036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 52a95786-0e3b-4af6-baf3-93d2f95ad008 · outbound

This paper cites Robust flash deblurring.

Video Deblurring with Deconvolution and Aggregation Networks Robust flash deblurring

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.794117Z

Source-reported events for the cited work

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Observation 16aff23c-0d02-4d77-b64c-20bb4099c797 · outbound

This paper cites Registration based non-uniform motion deblurring.

Video Deblurring with Deconvolution and Aggregation Networks Registration based non-uniform motion deblurring

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.779541Z

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Observation 53cd7b96-81d5-4227-8974-3b0b406404a7 · outbound

This paper cites Multi-image blind deblurring using a coupled adaptive sparse prior.

Video Deblurring with Deconvolution and Aggregation Networks Multi-image blind deblurring using a coupled adaptive sparse prior

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.765683Z

Source-reported events for the cited work

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Observation 368ca461-648b-4a4a-b6f5-a1f496f5eca5 · outbound

This paper cites Modeling blurred video with layers.

Video Deblurring with Deconvolution and Aggregation Networks Modeling blurred video with layers

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.751962Z

Source-reported events for the cited work

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Observation a638da8a-37a6-4e25-a008-5ce5dfd4204b · outbound

This paper cites Lucky imaging: high angular resolution imaging in the visible from the ground.

Video Deblurring with Deconvolution and Aggregation Networks Lucky imaging: high angular resolution imaging in the visible from the ground

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.737353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e32db584-4f65-4bbb-bb7f-2afc7b08b280 · outbound

This paper cites Lucky imaging for multi-image denoising, sharpening, and haze removal, computational photography (iccp).

Video Deblurring with Deconvolution and Aggregation Networks Lucky imaging for multi-image denoising, sharpening, and haze removal, computational photography (iccp)

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.723876Z

Source-reported events for the cited work

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Observation 6558b611-780e-422a-8cd7-849300c048ff · outbound

This paper cites Burst deblurring: Removing camera shake through fourier burst accumulation.

Video Deblurring with Deconvolution and Aggregation Networks Burst deblurring: Removing camera shake through fourier burst accumulation

Reference 32

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Source-reported events for the cited work

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Observation 31454ba5-9c20-434b-88c4-16b6946c6b12 · outbound

This paper cites Adversarial spatio-temporal learning for video deblurring.

Video Deblurring with Deconvolution and Aggregation Networks Adversarial spatio-temporal learning for video deblurring

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.701435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c19031a3-e9c8-49d4-a1e9-2583407e4228 · outbound

This paper cites Generative adversarial nets.

Video Deblurring with Deconvolution and Aggregation Networks Generative adversarial nets

Reference 34

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Source-reported events for the cited work

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Observation 5d706198-fa47-4d4f-9ea2-1eb893c19197 · outbound

This paper cites 3d convolutional neural networks for human action recognition.

Video Deblurring with Deconvolution and Aggregation Networks 3d convolutional neural networks for human action recognition

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.679543Z

Source-reported events for the cited work

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Observation 252089ad-a962-46bd-9422-9e14f6948d68 · outbound

This paper cites Reblur2deblur: Deblurring videos via self-supervised learning.

Video Deblurring with Deconvolution and Aggregation Networks Reblur2deblur: Deblurring videos via self-supervised learning

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.665966Z

Source-reported events for the cited work

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Observation 215e692a-f45a-4a87-9424-e90dbaee9ccb · outbound

This paper cites Progressive fusion video super-resolution net- work via exploiting non-local spatio-temporal correlations.

Video Deblurring with Deconvolution and Aggregation Networks Progressive fusion video super-resolution net- work via exploiting non-local spatio-temporal correlations

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.652469Z

Source-reported events for the cited work

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Observation e19aa30b-6354-4459-a88e-119a42298bb7 · outbound

This paper cites Optical flow estimation using a spatial pyramid network.

Video Deblurring with Deconvolution and Aggregation Networks Optical flow estimation using a spatial pyramid network

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.638194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 35c1aea2-7e85-4b85-9028-a0a402d7059d · outbound

This paper cites Liteflownet: A lightweight convolutional neural network for optical flow estimation.

Video Deblurring with Deconvolution and Aggregation Networks Liteflownet: A lightweight convolutional neural network for optical flow estimation

Reference 39

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Source-reported events for the cited work

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Observation 5fa00b38-c36e-4ccf-af8b-4ca4c0256570 · outbound

This paper cites Unflow: Unsupervised learning of optical flow with a bidirectional census loss.

Video Deblurring with Deconvolution and Aggregation Networks Unflow: Unsupervised learning of optical flow with a bidirectional census loss

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.616073Z

Source-reported events for the cited work

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Observation 44be9582-de70-44b0-8a85-42600b30e5dc · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Video Deblurring with Deconvolution and Aggregation Networks Adam: A Method for Stochastic Optimization

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T10:53:02.502195Z

Source-reported events for the cited work

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Observation 28a0c488-7b32-42fe-a034-57d453014442 · outbound

This paper cites Imagenet classification with deep convolutional neural networks.

Video Deblurring with Deconvolution and Aggregation Networks Imagenet classification with deep convolutional neural networks

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.602241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation be367b6b-286a-40cc-bdc8-14fadce05a0f · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation.

Video Deblurring with Deconvolution and Aggregation Networks U-net: Convolutional networks for biomedical image segmentation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T10:53:02.510913Z

Source-reported events for the cited work

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Observation c56aa344-8c01-4b1a-a14b-2478a4604b83 · outbound

This paper cites Automatic differentiation in pytorch.

Video Deblurring with Deconvolution and Aggregation Networks Automatic differentiation in pytorch

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T10:53:02.514967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e517407-5620-4dda-8a44-623d29099347 · outbound

This paper cites Ntire 2019 challenge on video deblurring and super-resolution: Dataset and study.

Video Deblurring with Deconvolution and Aggregation Networks Ntire 2019 challenge on video deblurring and super-resolution: Dataset and study

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:53:02.570351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.