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Paper Citation Record · LEDGER

Unpaired Deblurring via Decoupled Diffusion Model

As of 10 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 1 inbound Pith citation observation for arXiv:2502.01522.

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

pith.paper-citation-record.v1
2502.01522 v2

Coverage vector

measured 82 of 82 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T15:06:09.138432Z

measured 83 of 83 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T16:59:59.729185Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

82 of 82 outbound references displayed

  • verified exact3
  • verified fuzzy59
  • unresolved20
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb17888c-9f1f-4db8-a186-edbad22d118a · outbound

This paper cites Neural maximum a posteriori estimation on unpaired data for motion deblurring.

Unpaired Deblurring via Decoupled Diffusion Model Neural maximum a posteriori estimation on unpaired data for motion deblurring

Reference 1

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no resolver link, observed 2026-08-09T15:06:08.695451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f06ead61-1a47-427a-be3d-0a25d1791879 · outbound

This paper cites Blur2blur: Blur conversion for unsupervised image deblurring on unknown domains.

Unpaired Deblurring via Decoupled Diffusion Model Blur2blur: Blur conversion for unsupervised image deblurring on unknown domains

Reference 2

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no resolver link, observed 2026-08-09T15:06:08.700900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4289eecd-6fef-402c-aa03-33f783c95aa9 · outbound

This paper cites Deblurring by realistic blurring.

Unpaired Deblurring via Decoupled Diffusion Model Deblurring by realistic blurring

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 6944e388-5ad3-4b26-9fda-6931e6ccf85d · outbound

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

Unpaired Deblurring via Decoupled Diffusion Model Scale-recurrent network for deep image deblurring

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation ec689af7-273b-4354-bffe-101e3aeaebce · outbound

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

Unpaired Deblurring via Decoupled Diffusion Model Deep multi-scale convolutional neural network for dynamic scene deblurring

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation ab599901-3f8a-4561-b414-59ace8e32039 · outbound

This paper cites Promp- tir: Prompting for all-in-one image restoration.

Unpaired Deblurring via Decoupled Diffusion Model Promp- tir: Prompting for all-in-one image restoration

Reference 6

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 7ee50ef6-ff28-48d0-b537-89da7360b677 · outbound

This paper cites AIRNet: Self-Supervised Affine Registration for 3D Medical Images using Neural Networks.

Unpaired Deblurring via Decoupled Diffusion Model AIRNet: Self-Supervised Affine Registration for 3D Medical Images using Neural Networks

Reference 7

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no resolver link, observed 2026-08-09T15:06:08.727278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 67d7426a-7d4e-4748-afd8-49faecaa3146 · outbound

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

Unpaired Deblurring via Decoupled Diffusion Model Deblurgan: Blind motion deblurring using conditional adversarial networks

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-09T15:06:10.247887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation cf05eded-5972-4f8d-a93d-ea0ff8f67c4b · outbound

This paper cites GAN Based Image Deblurring Using Dark Channel Prior.

Unpaired Deblurring via Decoupled Diffusion Model GAN Based Image Deblurring Using Dark Channel Prior

Reference 9

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verified exact
local_arxiv, observed 2026-08-09T15:06:09.419207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.769662Z digest=sha256:edad085545ba177a079ed5317c75f22162b02aa56be70dd6b3ee710159312463

Observation 705e2648-3880-4af3-89bb-d459e955f8a4 · outbound

This paper cites Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration.

Unpaired Deblurring via Decoupled Diffusion Model Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration

Reference 10

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no resolver link, observed 2026-08-09T15:06:08.802187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 739e3745-f5a2-4b21-a757-03aa0b735963 · outbound

This paper cites Diffbir: Toward blind image restoration with generative diffusion prior.

Unpaired Deblurring via Decoupled Diffusion Model Diffbir: Toward blind image restoration with generative diffusion prior

Reference 11

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 87a1e2c8-caff-48b2-a673-a3c3821123e7 · outbound

This paper cites Diff-plugin: Revitalizing details for diffusion-based low-level tasks.

Unpaired Deblurring via Decoupled Diffusion Model Diff-plugin: Revitalizing details for diffusion-based low-level tasks

Reference 12

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 7e05383c-cf40-423f-ae55-9c5c00ab2941 · outbound

This paper cites Denoising diffusion probabilistic models.

Unpaired Deblurring via Decoupled Diffusion Model Denoising diffusion probabilistic models

Reference 13

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verified fuzzy
raw_fallback, observed 2026-08-09T15:06:10.205521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.826668Z digest=sha256:36b76ca98b7d4de698e7db54c75a9bdbaf9208c3e533ac5dafd65998dc70a958

Observation d5bad249-b452-4131-81e2-b298a1123ba9 · outbound

This paper cites High- resolution image synthesis with latent diffusion models.

Unpaired Deblurring via Decoupled Diffusion Model High- resolution image synthesis with latent diffusion models

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.840486Z digest=sha256:8ac6fae8af65955e56d75ba537f74f4eca61d59548f24a2e52c0d21b9de790b1

Observation 63cf7e4b-f679-4130-8cca-1700bc0804fb · outbound

This paper cites Dualgan: Unsupervised dual learning for image-to-image translation.

Unpaired Deblurring via Decoupled Diffusion Model Dualgan: Unsupervised dual learning for image-to-image translation

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:10.176230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.844581Z digest=sha256:47fae2db8760554ae9d789aefee8a76ac5bb510a70f9de4c9e1f10bd7eb5f2c1

Observation 5ca6f09f-6b3d-4658-9f54-6a23eeec6d80 · outbound

This paper cites Fcl-gan: A lightweight and real-time baseline for unsupervised blind image deblurring.

Unpaired Deblurring via Decoupled Diffusion Model Fcl-gan: A lightweight and real-time baseline for unsupervised blind image deblurring

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:10.162191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.849084Z digest=sha256:6bc851d2026f8900c29efed057f1501ca375f5080249886da204fbac6af7cd7c

Observation 579e5385-a0f1-4192-bf4b-cc7ec9d9d7fe · outbound

This paper cites Learning spatially-variant map models for non- blind image deblurring [c].

Unpaired Deblurring via Decoupled Diffusion Model Learning spatially-variant map models for non- blind image deblurring [c]

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:10.147450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.853420Z digest=sha256:d96ffaaa64885f3d5e6a4fbb1c0c9cc51bb3ff0ef61b2f7a8d7bcb79cebc702c

Observation 39265d18-bbb4-41ea-a82a-d2f204a03611 · outbound

This paper cites Neural blind deconvolution using deep priors.

Unpaired Deblurring via Decoupled Diffusion Model Neural blind deconvolution using deep priors

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:10.132505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation f3b742b2-0693-46f5-824c-1ab97d0fb04d · outbound

This paper cites Uncertainty-aware variate decomposition for self-supervised blind image deblurring.

Unpaired Deblurring via Decoupled Diffusion Model Uncertainty-aware variate decomposition for self-supervised blind image deblurring

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:10.116818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 5a931b07-95a7-4c9d-8efc-e4fd551a3fa3 · outbound

This paper cites Generative adversarial nets.

Unpaired Deblurring via Decoupled Diffusion Model Generative adversarial nets

Reference 20

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation deaf53d0-6407-490d-a94c-a0de0e4d20dc · outbound

This paper cites Id- blau: Image deblurring by implicit diffusion-based reblurring augmentation.

Unpaired Deblurring via Decoupled Diffusion Model Id- blau: Image deblurring by implicit diffusion-based reblurring augmentation

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:10.087266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 195c2b05-047d-4889-bc7d-beebf8468a33 · outbound

This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.

Unpaired Deblurring via Decoupled Diffusion Model Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation f4d46f58-09b8-4bc3-8516-d854898a0250 · outbound

This paper cites Deep unsuper- vised learning using nonequilibrium thermodynamics.

Unpaired Deblurring via Decoupled Diffusion Model Deep unsuper- vised learning using nonequilibrium thermodynamics

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-09T15:06:10.057409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 4d312024-bc04-4675-8ed1-ccbc84ec7858 · outbound

This paper cites Generative modeling by estimating gradients of the data distribution.

Unpaired Deblurring via Decoupled Diffusion Model Generative modeling by estimating gradients of the data distribution

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 037d1510-99f7-4407-a8fc-ed5706e73a02 · outbound

This paper cites Denoising diffusion implicit models.

Unpaired Deblurring via Decoupled Diffusion Model Denoising diffusion implicit models

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:10.032759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 8bf932f5-34a9-41c1-b98e-e3a8521374af · outbound

This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.

Unpaired Deblurring via Decoupled Diffusion Model IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 26

Resolution
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no resolver link, observed 2026-08-09T15:06:08.892695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a9475043-c5e1-44eb-87a2-5a0a2977f0d5 · outbound

This paper cites AutoStudio: Crafting Consistent Subjects in Multi-turn Interactive Image Generation.

Unpaired Deblurring via Decoupled Diffusion Model AutoStudio: Crafting Consistent Subjects in Multi-turn Interactive Image Generation

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-09T15:06:08.897596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 85571d40-9e5b-4e35-ad25-195fcc43c58e · outbound

This paper cites Object Isolated Attention for Consistent Story Visualization.

Unpaired Deblurring via Decoupled Diffusion Model Object Isolated Attention for Consistent Story Visualization

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-09T15:06:08.902234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1a625c34-1cd9-44ef-bd72-111c7e0209d6 · outbound

This paper cites Laion- 5b: An open large-scale dataset for training next generation image-text models.

Unpaired Deblurring via Decoupled Diffusion Model Laion- 5b: An open large-scale dataset for training next generation image-text models

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:10.017017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation e41a473b-3437-4d5c-9e13-985860773fce · outbound

This paper cites Open images v5 text annotation and yet another mask text spotter.

Unpaired Deblurring via Decoupled Diffusion Model Open images v5 text annotation and yet another mask text spotter

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:10.001134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 0c7d9f5d-5a20-4312-974c-2b6418370a6c · outbound

This paper cites Diffusion models beat gans on image synthesis.

Unpaired Deblurring via Decoupled Diffusion Model Diffusion models beat gans on image synthesis

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.986764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.915995Z digest=sha256:9f33b5a3b13d0e83a6c396abe2f2ca1a0bfc0c2b5c1836fb8059dbedf25bdca4

Observation e0495acc-39b5-4ef5-8537-6179af368ac2 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Unpaired Deblurring via Decoupled Diffusion Model Classifier-Free Diffusion Guidance

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-09T15:06:08.920359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T15:06:08.920359Z digest=sha256:eaa628622e047e917e35764da09942e5930ff51ec663d186104c323a93429e0c

Observation 81fc0aad-ba32-45a1-8953-87df5a1b4d0a · outbound

This paper cites Exploiting deep generative prior for versatile image restoration and manipulation.

Unpaired Deblurring via Decoupled Diffusion Model Exploiting deep generative prior for versatile image restoration and manipulation

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.972835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.924954Z digest=sha256:3622c35f67108d060a5a41d3f0bc17b3c95559f83a9606007960948260e897f2

Observation 202c045f-3a03-4d3e-8459-3ecee46e0747 · outbound

This paper cites Improving diffusion models for inverse problems using manifold constraints.

Unpaired Deblurring via Decoupled Diffusion Model Improving diffusion models for inverse problems using manifold constraints

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.958796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.929415Z digest=sha256:7eab55e84e4095ca3a378540eb961ef7672ac4a9423f44a1c5fe7007fea01a1c

Observation 2e75f06a-0bce-4634-86b6-20ddc4f4c331 · outbound

This paper cites Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model.

Unpaired Deblurring via Decoupled Diffusion Model Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-09T15:06:08.934419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T15:06:08.934419Z digest=sha256:7a6e64fa2c1c8df928dc1b6b9fec0d1efbfeba2b85cb9bc1d13b6969b15f0cbc

Observation e954bf0c-844b-4425-8b3b-c9f1f229d4e9 · outbound

This paper cites Diffusion Posterior Sampling for General Noisy Inverse Problems.

Unpaired Deblurring via Decoupled Diffusion Model Diffusion Posterior Sampling for General Noisy Inverse Problems

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-09T15:06:08.939090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T15:06:08.939090Z digest=sha256:d1a615dff69a8e0b923de68dd4db4a65791891143112483d6f0c02030fa3131f

Observation 5f9c3d9c-0dd5-4a13-9008-2f56bfb7d9cb · outbound

This paper cites Denoising diffusion restoration models.

Unpaired Deblurring via Decoupled Diffusion Model Denoising diffusion restoration models

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.944086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.943754Z digest=sha256:16d02f3095c45307a3e2494a39dd7ccd8cdbcc86d8240693d93181688c9bd2d5

Observation 644b4077-1535-4db1-85f5-70410cf7d467 · outbound

This paper cites Srdiff: Single image super-resolution with diffusion probabilistic models.

Unpaired Deblurring via Decoupled Diffusion Model Srdiff: Single image super-resolution with diffusion probabilistic models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-09T15:06:08.948031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T15:06:08.948031Z digest=sha256:cbce8d4978b92ec3264228bbaaa0e9a473a8c82087bb0284f321f2ff982195a4

Observation de121f51-e1e1-4693-9048-58d217d976a5 · outbound

This paper cites Restoring vision in adverse weather conditions with patch-based denoising diffusion models.

Unpaired Deblurring via Decoupled Diffusion Model Restoring vision in adverse weather conditions with patch-based denoising diffusion models

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.920377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.952156Z digest=sha256:b1d4cf74e8863f8d6a6ec07942826cc7208d7e68aa1b55487090578a6ac2c0d2

Observation ee27bee9-e706-4b45-bfc2-d36432d53b81 · outbound

This paper cites Mul- tiscale structure guided diffusion for image deblurring.

Unpaired Deblurring via Decoupled Diffusion Model Mul- tiscale structure guided diffusion for image deblurring

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.906582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.956468Z digest=sha256:c841acc65e48df984c30864e4f099487a3372ff1d2ca6ff80bab6f1a9c2c299f

Observation b2eaa877-c48d-4822-9b33-ece10d8e0199 · outbound

This paper cites GibbsDDRM: A partially collapsed gibbs sampler for solving blind inverse problems with denoising diffusion restoration.

Unpaired Deblurring via Decoupled Diffusion Model GibbsDDRM: A partially collapsed gibbs sampler for solving blind inverse problems with denoising diffusion restoration

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.892496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.960741Z digest=sha256:6fd65c0f4008ba025c7e184358a27abbb4f333f5537d65ef0101cecd88522878

Observation a2155de1-d4a5-4afa-a7ba-7dbabeac215d · outbound

This paper cites Pre-trained image processing transformer.

Unpaired Deblurring via Decoupled Diffusion Model Pre-trained image processing transformer

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.879022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.964884Z digest=sha256:df0e4c2171212fee36b3ca86e69a508ab4a96c1a5e16664f3c882f5756fc0f61

Observation c449c6c1-645d-4e38-84e0-22255492a138 · outbound

This paper cites Parallel diffusion models of operator and image for blind inverse problems.

Unpaired Deblurring via Decoupled Diffusion Model Parallel diffusion models of operator and image for blind inverse problems

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.865619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.969297Z digest=sha256:4903e22330e04b90b3e55b32f3d641c49c11d15f0dd6c6c0b6da5eea15f86d9f

Observation 29abf4a5-3901-4765-be10-4b8dc666f33c · outbound

This paper cites Exploiting diffusion prior for real-world image super-resolution.

Unpaired Deblurring via Decoupled Diffusion Model Exploiting diffusion prior for real-world image super-resolution

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.852220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.973643Z digest=sha256:1ee52c74c3dbb452dc27b8709e2f33bb795f760cc1186f1967fb833f8b4f15bf

Observation 20d5c4f6-1f27-407c-be2d-5c8f97c1288c · outbound

This paper cites Controlling Vision-Language Models for Multi-Task Image Restoration.

Unpaired Deblurring via Decoupled Diffusion Model Controlling Vision-Language Models for Multi-Task Image Restoration

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-09T15:06:08.977814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T15:06:08.977814Z digest=sha256:076a4ace164eefb8f135e0c176bb59dd4f28a46234bb8d3c443fe5c85fe53c29

Observation 3b9d82fe-4ad5-412e-af42-efe925416e0f · outbound

This paper cites Deblurdiff: Real-world image deblurring with generative diffusion models, 2025.

Unpaired Deblurring via Decoupled Diffusion Model Deblurdiff: Real-world image deblurring with generative diffusion models, 2025

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.838495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.982402Z digest=sha256:a2375aa24c4a2eec1e7c82d2a273fe0928993dd03e047144b1abc57c32a116ab

Observation eeb60c13-62c8-4787-a27d-18ee295f74aa · outbound

This paper cites Benchmarking Neural Network Robustness to Common Corruptions and Perturbations.

Unpaired Deblurring via Decoupled Diffusion Model Benchmarking Neural Network Robustness to Common Corruptions and Perturbations

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-09T15:06:08.986696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T15:06:08.986696Z digest=sha256:91d8d0b3e8b8d6353756f7522d66de1b5c9afb930eff07635b2064ccd6657ff3

Observation 21488e4b-95b0-46e7-aea4-28ba1be32104 · outbound

This paper cites Realistic blur synthesis for learning image deblurring.

Unpaired Deblurring via Decoupled Diffusion Model Realistic blur synthesis for learning image deblurring

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.825069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.991349Z digest=sha256:16600e18904661ba940d324b0436283525afbf5fa826a420e778bfbcc2888d63

Observation 0a3d9464-b059-4258-97a5-2b13bb489f33 · outbound

This paper cites Simple baselines for image restoration.

Unpaired Deblurring via Decoupled Diffusion Model Simple baselines for image restoration

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.811447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.995575Z digest=sha256:2f4ec54ddd188c9b5c8d5ca6402e6cc18205dcac23f2c8ccf15b7c91cd68b5e9

Observation 3286da91-4e7b-4dd9-ad7d-e8f2a2eaea52 · outbound

This paper cites Rethink- ing coarse-to-fine approach in single image deblurring.

Unpaired Deblurring via Decoupled Diffusion Model Rethink- ing coarse-to-fine approach in single image deblurring

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.797764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:08.999767Z digest=sha256:1f13dc1d6777f1f9b0fa33e62f719ac45fb709bbc9621e8afe6a2db14368816a

Observation 6ecfc67c-d044-473b-a117-eda17c4648a3 · outbound

This paper cites Learning degradation representations for image deblurring.

Unpaired Deblurring via Decoupled Diffusion Model Learning degradation representations for image deblurring

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.783981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.004512Z digest=sha256:261312ff4d2c2ec1da59a27ebcb59d3dfb7a6aff2fbca8b76ad8bb98c01f3795

Observation 24956a4e-2a62-4eb7-82ff-480a3d9fc1f9 · outbound

This paper cites Intriguing findings of frequency selection for image deblurring.

Unpaired Deblurring via Decoupled Diffusion Model Intriguing findings of frequency selection for image deblurring

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.769686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.008835Z digest=sha256:fda57f81ca1644ad77b5e19628762485ef83013c48634917baaa9e60823cf55e

Observation 5112e859-181f-4810-a961-c8dcbcc5bc17 · outbound

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

Unpaired Deblurring via Decoupled Diffusion Model Stripformer: Strip transformer for fast image deblurring

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.756015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.013156Z digest=sha256:b0b6b929ca2162068c2ebedb1cf4ff17def9fcf4636ad8232d4f4f2b1bf66932

Observation 19e11ce8-007a-4798-a9a0-7c17cd8f1570 · outbound

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

Unpaired Deblurring via Decoupled Diffusion Model Efficient frequency domain-based transformers for high-quality image deblurring

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.742294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.017419Z digest=sha256:9c591469412ff3552cbf3a5448b7d811d9c583fe14cc977733bdc2c9e4c7d03d

Observation bf3adb5e-211c-4007-b2de-e7c6f0b7f13b · outbound

This paper cites Image deblurring by exploring in- depth properties of transformer.

Unpaired Deblurring via Decoupled Diffusion Model Image deblurring by exploring in- depth properties of transformer

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.727968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.021562Z digest=sha256:4776074111877c34b739513db2c413f634d345b0028194c917973b85c9c1f20a

Observation c70e41a2-bcdc-41b2-8c38-c34aed84f3e2 · outbound

This paper cites DeblurDiNAT: A Compact Model with Exceptional Generalization and Visual Fidelity on Unseen Domains.

Unpaired Deblurring via Decoupled Diffusion Model DeblurDiNAT: A Compact Model with Exceptional Generalization and Visual Fidelity on Unseen Domains

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-09T15:06:09.276118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.026214Z digest=sha256:f765318f00f1eb6b54bab4f75c7f546096b5dc7cb9cecd8a2d3715685d16be41

Observation a767091b-27f8-4120-99fc-4f05940f8583 · outbound

This paper cites Self-supervised non-uniform kernel estimation with flow-based motion prior for blind im- age deblurring.

Unpaired Deblurring via Decoupled Diffusion Model Self-supervised non-uniform kernel estimation with flow-based motion prior for blind im- age deblurring

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.714628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.030648Z digest=sha256:5f60e5c1b05274e38b82cf8244aa1cdfb81f0c07d8862c00fc1832df2da73be0

Observation 3321ff32-361d-413a-94af-2871b1240f66 · outbound

This paper cites Motion-adaptive separable collaborative filters for blind motion deblurring.

Unpaired Deblurring via Decoupled Diffusion Model Motion-adaptive separable collaborative filters for blind motion deblurring

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.701153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.034776Z digest=sha256:eb4ec1ed310b7f3af2cb46f13b941bb1fcdd1456708d8f350e2b419e027088e2

Observation e6cd4a31-c261-430b-85fc-c175c27a41b7 · outbound

This paper cites Hierarchical integration diffusion model for realistic image deblurring.

Unpaired Deblurring via Decoupled Diffusion Model Hierarchical integration diffusion model for realistic image deblurring

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.687388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.039202Z digest=sha256:94805a9acf17bc689a37cc5b052edab52f2185a750a7a255fec3ad7c991d88c8

Observation d58135e6-865b-4515-9c12-ce59a717f98c · outbound

This paper cites Fast diffusion em: a diffusion model for blind inverse problems with application to deconvolution.

Unpaired Deblurring via Decoupled Diffusion Model Fast diffusion em: a diffusion model for blind inverse problems with application to deconvolution

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.673721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.043348Z digest=sha256:aad01253816a84cf6041a6430d864f116940b4ddc8e5dfdd370db37901fdc228

Observation 3ce62c53-5980-471e-9a57-759ae8118b92 · outbound

This paper cites Learning spatially-variant map models for non-blind image deblurring.

Unpaired Deblurring via Decoupled Diffusion Model Learning spatially-variant map models for non-blind image deblurring

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.659384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.047611Z digest=sha256:3f28cf2636bc15b0cf95f99931706f98b0cdee633d6726f4ec7652359c4c57a1

Observation 0fcaee58-c1f9-4d5a-b2ee-589e9f719990 · outbound

This paper cites Auto-Encoding Variational Bayes.

Unpaired Deblurring via Decoupled Diffusion Model Auto-Encoding Variational Bayes

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-09T15:06:09.051955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T15:06:09.051955Z digest=sha256:91b38ec264067bfec714571e0fd1474bcbb5843ed9919347645b5de4043d047b

Observation 0a4570c5-ccdb-4ffb-ab34-4319c472f499 · outbound

This paper cites Blip-diffusion: Pre-trained subject representation for controllable text-to-image generation and editing.

Unpaired Deblurring via Decoupled Diffusion Model Blip-diffusion: Pre-trained subject representation for controllable text-to-image generation and editing

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.645712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.056345Z digest=sha256:5844b62ed367eef71ce046707d8090832617b0a27e712ca3fe9c2916a51f53d9

Observation 89e58fc4-200b-4be3-9519-35c0f2976c19 · outbound

This paper cites TheaterGen: Character Management with LLM for Consistent Multi-turn Image Generation.

Unpaired Deblurring via Decoupled Diffusion Model TheaterGen: Character Management with LLM for Consistent Multi-turn Image Generation

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-09T15:06:09.060520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T15:06:09.060520Z digest=sha256:3978be1f3d0a41aa5909970f8434acb1c87ceac75a39cbf633a35c29fd781b7b

Observation 08265201-01c9-42bc-a395-02194e538733 · outbound

This paper cites ControlNeXt: Powerful and Efficient Control for Image and Video Generation.

Unpaired Deblurring via Decoupled Diffusion Model ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-09T15:06:09.064924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T15:06:09.064924Z digest=sha256:9edeaa2b68558f668b59c4130601199428cfb5f4aae919cf00f577984370a950

Observation f033c877-e1a8-4759-8562-a4101cb6c87c · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

Unpaired Deblurring via Decoupled Diffusion Model Adding conditional control to text-to-image diffusion models

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.631417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.069491Z digest=sha256:11c8c6476be72a031bbf37079ff7f0881e1f5035facd55bd0512468366bb369d

Observation a68b8fca-02c3-46a7-a749-c267bab08da7 · outbound

This paper cites T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models.

Unpaired Deblurring via Decoupled Diffusion Model T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.617120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.073900Z digest=sha256:5e7d08ef49872ba1df4b19122ae28f53cc09270804c11451cffb252cc46d79f3

Observation 635f6849-bf48-4596-90f7-78f2eea72fc5 · outbound

This paper cites Learning transferable visual models from natural language supervision.

Unpaired Deblurring via Decoupled Diffusion Model Learning transferable visual models from natural language supervision

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.602496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.078016Z digest=sha256:1a0c3ada7b874b37fb6d9e056af0e41238ad77dff7d692ab0f5f6477685b9521

Observation 29a16fbb-a4a9-4793-b8fd-2c2814798e9d · outbound

This paper cites Artadapter: Text-to-image style transfer using multi-level style encoder and explicit adaptation.

Unpaired Deblurring via Decoupled Diffusion Model Artadapter: Text-to-image style transfer using multi-level style encoder and explicit adaptation

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.586856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.082240Z digest=sha256:8e6d53e215cae93eaf66cb89113cf91e5de004a5abc3affa68c2e419d9a97a52

Observation cc4adc63-3230-4c54-8ad5-165283bf8a4e · outbound

This paper cites UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior.

Unpaired Deblurring via Decoupled Diffusion Model UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior

Reference 70

Resolution
verified exact
local_arxiv, observed 2026-08-09T15:06:09.212559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T15:06:09.086502Z digest=sha256:198dc29d9edc561b5789a54d4a68e03c9b8b5c5ba0e08530e903d1e4b52ad04b

Observation 1123d99a-72ed-4105-86f9-66a72063e3ec · outbound

This paper cites Real-world blur dataset for learning and benchmarking deblurring algorithms.

Unpaired Deblurring via Decoupled Diffusion Model Real-world blur dataset for learning and benchmarking deblurring algorithms

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.572737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation d81f646f-fcd0-4d03-8efa-176b9c091554 · outbound

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

Unpaired Deblurring via Decoupled Diffusion Model Ntire 2019 challenge on video deblurring and super-resolution: Dataset and study

Reference 72

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 938ffb1d-9f2a-4fea-b5da-85d8ee74731f · outbound

This paper cites Maniqa: Multi-dimension attention network for no-reference image quality assessment.

Unpaired Deblurring via Decoupled Diffusion Model Maniqa: Multi-dimension attention network for no-reference image quality assessment

Reference 73

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 79813e1c-a580-4958-be04-bfbb386c59fa · outbound

This paper cites Blind image quality as- sessment via vision-language correspondence: A multitask learning perspective.

Unpaired Deblurring via Decoupled Diffusion Model Blind image quality as- sessment via vision-language correspondence: A multitask learning perspective

Reference 74

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 078bf83e-b509-4a6a-9acd-5d92a6f58c87 · outbound

This paper cites Musiq: Multi-scale image quality transformer.

Unpaired Deblurring via Decoupled Diffusion Model Musiq: Multi-scale image quality transformer

Reference 75

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 05e32178-fb88-4daf-9fc3-e8294719e405 · outbound

This paper cites Exploring clip for assessing the look and feel of images.

Unpaired Deblurring via Decoupled Diffusion Model Exploring clip for assessing the look and feel of images

Reference 76

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation ea291b55-b9e6-4f0e-b794-a94367da7ae6 · outbound

This paper cites Decoupled Weight Decay Regularization.

Unpaired Deblurring via Decoupled Diffusion Model Decoupled Weight Decay Regularization

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-09T15:06:09.116778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7cb23fd9-75e9-406f-bbd3-bcfa1402bcae · outbound

This paper cites Adarevd: Adaptive patch exiting reversible decoder pushes the limit of image deblurring.

Unpaired Deblurring via Decoupled Diffusion Model Adarevd: Adaptive patch exiting reversible decoder pushes the limit of image deblurring

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.491524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation b32a4ea5-27cf-4637-aeef-97d026629e47 · outbound

This paper cites Efficient frequency domain-based transformers for high-quality image deblurring, 2022.

Unpaired Deblurring via Decoupled Diffusion Model Efficient frequency domain-based transformers for high-quality image deblurring, 2022

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.476904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation b1cbc897-2f11-4f85-9c70-87b04004a994 · outbound

This paper cites Hierar- chical integration diffusion model for realistic image deblurring.

Unpaired Deblurring via Decoupled Diffusion Model Hierar- chical integration diffusion model for realistic image deblurring

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.462674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 0d3e8f2d-d293-4ab8-a5b2-ea55fd384928 · outbound

This paper cites Designing a Better Asymmetric VQGAN for StableDiffusion.

Unpaired Deblurring via Decoupled Diffusion Model Designing a Better Asymmetric VQGAN for StableDiffusion

Reference 81

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e35c5027-aa65-4f2b-82ff-06f59e7aaf10 · outbound

This paper cites The unrea- sonable effectiveness of deep features as a perceptual metric.

Unpaired Deblurring via Decoupled Diffusion Model The unrea- sonable effectiveness of deep features as a perceptual metric

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:06:09.448325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Pith citing papers

Observation aeb4238c-6e71-44d7-a430-794f6a817c74 · inbound

Generative Manifold Distillation: Aligning Restoration Trajectories with Natural Image Prior cites this paper.

Generative Manifold Distillation: Aligning Restoration Trajectories with Natural Image Prior Unpaired Deblurring via Decoupled Diffusion Model

Reference 7

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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