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Paper Citation Record · LEDGER

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image

As of 20 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2501.14264.

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

pith.paper-citation-record.v1
2501.14264 v2

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:21:04.583485Z

measured 67 of 67 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

67 of 67 outbound references displayed

  • verified exact1
  • verified fuzzy51
  • unresolved15
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9b3c86d5-1726-40c4-92a6-59226b975c61 · outbound

This paper cites an unresolved cited work.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Unresolved cited work

Reference 1

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Observation db1e9c6a-35e9-4667-b9d6-c5ab63998b01 · outbound

This paper cites Ntire 2017 challenge on single image super-resolution: Dataset and study.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Ntire 2017 challenge on single image super-resolution: Dataset and study

Reference 2

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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 3575a3ce-4383-4632-9433-5979401e8bc0 · outbound

This paper cites The perception-distortion tradeoff.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image The perception-distortion tradeoff

Reference 3

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Observation b06a0c1e-4c34-42fe-a692-b404af9a659f · outbound

This paper cites Real-world blind super-resolution via feature matching with implicit high- resolution priors.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Real-world blind super-resolution via feature matching with implicit high- resolution priors

Reference 4

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Source-reported events for the cited work

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

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Observation 2202f1e5-9944-44e6-be0b-3f1408db6e53 · outbound

This paper cites Pre-trained image processing transformer.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Pre-trained image processing transformer

Reference 5

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Source-reported events for the cited work

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

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Observation 450a4c72-cf54-4e0d-90a2-fa92ab260eb6 · outbound

This paper cites Zhang, and Jian Sun.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Zhang, and Jian Sun

Reference 6

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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 64c2c257-0751-4374-b225-943da9b5614f · outbound

This paper cites Exploring efficient asymmetric blind-spots for self- supervised denoising in real-world scenarios.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Exploring efficient asymmetric blind-spots for self- supervised denoising in real-world scenarios

Reference 7

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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 9705b6d5-34ee-4b04-861d-2894a4ef061d · outbound

This paper cites Rethinking coarse-to-fine approach in sin- gle image deblurring.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Rethinking coarse-to-fine approach in sin- gle image deblurring

Reference 8

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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.

source=pdf_text observed=2026-08-10T15:21:04.366875Z digest=sha256:b72bb1c071bf210e6e2b3c9558e1e67e1d76fc094985aedf86f2e5d05ab454d8

Observation 531bcf65-95b5-4de7-829b-08a951d4ec9d · outbound

This paper cites Second-order attention network for single image super-resolution.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Second-order attention network for single image super-resolution

Reference 9

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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 635931fb-617f-47a1-a391-6e2f436cea22 · outbound

This paper cites Simoncelli.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Simoncelli

Reference 10

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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 caf09027-8267-4498-9467-fd5fe3f3acfa · outbound

This paper cites Davis, and Abhinav Shrivastava.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Davis, and Abhinav Shrivastava

Reference 11

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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 16da4173-66be-4c8f-b57a-640667866da3 · outbound

This paper cites an unresolved cited work.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Unresolved cited work

Reference 12

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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 3dd582b9-f0bd-4967-b67d-db4e7d2fb3ed · outbound

This paper cites Towards flexible blind jpeg artifacts removal.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Towards flexible blind jpeg artifacts removal

Reference 13

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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 dbdb7c6f-2abb-4ea8-b71e-a691e40be343 · outbound

This paper cites Beyond color difference: Residual in- terpolation for color image demosaicking.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Beyond color difference: Residual in- terpolation for color image demosaicking

Reference 14

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raw_fallback, observed 2026-08-10T15:21:05.218072Z

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=2026-08-10T15:21:04.387724Z digest=sha256:706f91fea28e3e04c102c9a8f25d29902a5ab5a0868c4ce9a604021c65d6155e

Observation cfaefa9d-47af-4fc2-a739-2d35ec6954fa · outbound

This paper cites Larson and Damon M.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Larson and Damon M

Reference 15

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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 2a6d2d89-a02f-4f57-ac2a-a22386e0c2f9 · outbound

This paper cites A simple baseline for video restoration with grouped spatial- temporal shift.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image A simple baseline for video restoration with grouped spatial- temporal shift

Reference 16

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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 2eccd0da-b113-436b-9a57-ea064944feec · outbound

This paper cites Spatially adap- tive self-supervised learning for real-world image denoising.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Spatially adap- tive self-supervised learning for real-world image denoising

Reference 17

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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 d8f5fb07-bfda-4a87-808b-8e7db8af3cb8 · outbound

This paper cites Efficient and explicit modelling of image hierarchies for image restora- tion.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Efficient and explicit modelling of image hierarchies for image restora- tion

Reference 18

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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 3e9d7a76-5a79-47b0-9387-41ebcfdae583 · outbound

This paper cites SwinIR: Image Restoration Using Swin Transformer.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image SwinIR: Image Restoration Using Swin Transformer

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:21:04.405368Z digest=sha256:5cb0d50c675bccf7131daee520b1fb7cddcccc1ca6200a95a167824926a21290

Observation a5474374-02a9-4f00-bfea-1daa78bac42b · outbound

This paper cites Efficient and degradation-adaptive network for real-world image super- resolution.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Efficient and degradation-adaptive network for real-world image super- resolution

Reference 20

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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 bbbead07-f15a-4e29-9887-24a75914f594 · outbound

This paper cites Details or artifacts: A locally discriminative learning approach to realistic image super-resolution.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Details or artifacts: A locally discriminative learning approach to realistic image super-resolution

Reference 21

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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.

source=pdf_text observed=2026-08-10T15:21:04.413096Z digest=sha256:dfd0ea9dfe7afa56d732218e1c30d692cd862b6746358a5956f81737d02a2e9e

Observation 9c278779-378d-4a8d-91e8-9304008410b4 · outbound

This paper cites DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 627f5b19-cf3e-4ba6-a4bb-b538aba15e10 · outbound

This paper cites Invertible de- noising network: A light solution for real noise removal.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Invertible de- noising network: A light solution for real noise removal

Reference 23

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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 2f6f1b79-f165-4e3d-96cb-a4ab5d5be3f8 · outbound

This paper cites No-reference image quality assessment in the spa- tial domain.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image No-reference image quality assessment in the spa- tial domain

Reference 24

Resolution
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no resolver link, observed 2026-08-10T15:21:04.423262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:21:04.423262Z digest=sha256:4adfc4b3853974686f919c3ff92240b1f545ac968310c88bddbb4d22d5e52e66

Observation 5fe3ba01-7dac-4c98-9e1e-12c51c76aa58 · outbound

This paper cites Single Image Super-Resolution via a Holistic Attention Network, pages 191–207.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Single Image Super-Resolution via a Holistic Attention Network, pages 191–207

Reference 25

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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 03171255-e76e-4b44-a20b-32e05edf23ac · outbound

This paper cites Random sub-samples generation for self- supervised real image denoising.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Random sub-samples generation for self- supervised real image denoising

Reference 26

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raw_fallback, observed 2026-08-10T15:21:05.103697Z

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 f237acce-c80d-4848-9354-b6bf62da6659 · outbound

This paper cites Multi-temporal recurrent neural networks for progres- sive non-uniform single image deblurring with incremental temporal training.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Multi-temporal recurrent neural networks for progres- sive non-uniform single image deblurring with incremental temporal training

Reference 27

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raw_fallback, observed 2026-08-10T15:21:05.092488Z

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=2026-08-10T15:21:04.433130Z digest=sha256:a25ee3138876362eea456bfb41edc8ae2efbcc5f95bcb4322454041e15bfbfdc

Observation 27a99ce9-abb8-4b82-aea7-0a6f53c3ef4f · outbound

This paper cites an unresolved cited work.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Unresolved cited work

Reference 28

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unresolved
raw_fallback, observed 2026-08-10T15:21:05.081613Z

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=2026-08-10T15:21:04.436874Z digest=sha256:f112a380b8503432223ed1b4ff592f4f0212ba77de678b2c5e485d95df413fb3

Observation 7a469d59-f7a1-450e-ae8f-da9c9fdd3bbb · outbound

This paper cites Ponomarenko, Vladimir V.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Ponomarenko, Vladimir V

Reference 29

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raw_fallback, observed 2026-08-10T15:21:05.069569Z

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 084843d9-dc98-40b7-8e1f-fedb1a3d43f7 · outbound

This paper cites Pieapp: Perceptual image-error assessment through pairwise preference.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Pieapp: Perceptual image-error assessment through pairwise preference

Reference 30

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raw_fallback, observed 2026-08-10T15:21:05.058072Z

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=2026-08-10T15:21:04.444255Z digest=sha256:54f4da4a2f9b4da1513b5ff8cf9525ba1833da48dd995f62727614e1989a2251

Observation 67de34ef-ef1a-4aa7-8af5-e7b0ec29f6a1 · outbound

This paper cites Blattmann, Dominik Lorenz, Patrick Esser, and Bj ¨orn Ommer.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Blattmann, Dominik Lorenz, Patrick Esser, and Bj ¨orn Ommer

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-10T15:21:05.047400Z

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=2026-08-10T15:21:04.448252Z digest=sha256:069e02696a6a61c1c6a8d1e05130e7cfb958e3a178910afe7a389d2500959d89

Observation 0b18446d-b9ee-47d3-a78b-f45886c8093c · outbound

This paper cites Sheikh and A.C.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Sheikh and A.C

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-10T15:21:05.036061Z

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=2026-08-10T15:21:04.451580Z digest=sha256:1caa5c2282ca826db326aa072fdfc1b38ac081763a51c21b0361266d6792123f

Observation 4f9ecc78-4831-46b9-9633-b2f1ea467d7b · outbound

This paper cites Sheikh, M.F.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Sheikh, M.F

Reference 33

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raw_fallback, observed 2026-08-10T15:21:05.023468Z

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=2026-08-10T15:21:04.454824Z digest=sha256:185491c097aeb23bf43496c45d505ee05ac7c15d44539321f2c7a69c9d74e197

Observation 2ea72766-e097-438d-8de5-0e6f4eb6b694 · outbound

This paper cites an unresolved cited work.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Unresolved cited work

Reference 34

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unresolved
raw_fallback, observed 2026-08-10T15:21:05.010753Z

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=2026-08-10T15:21:04.458394Z digest=sha256:835d8a46a7eed9190bab30c109a05589451437684975e7003360b138afafe5d8

Observation 6c8b6723-6bfb-4dbb-ba54-578793af56f9 · outbound

This paper cites Wainwright, Eero P.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Wainwright, Eero P

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.997507Z

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=2026-08-10T15:21:04.461892Z digest=sha256:de0cc895be8262deade1520fa258d27c9ffbbd0f935810d7f003b3cf40c43fda

Observation f7d66c26-e7a8-43a4-a633-bcbf2ad626b9 · outbound

This paper cites Chan, and Chen Change Loy.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Chan, and Chen Change Loy

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.987140Z

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=2026-08-10T15:21:04.465217Z digest=sha256:5be4761ef732cdb8c28edda3479afbe0c56a299f5f066362d4b4123381df43e6

Observation 789bd5f6-c645-4ef9-ad1a-30b12a033b7e · outbound

This paper cites Real-esrgan: Training real-world blind super-resolution with pure synthetic data.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Real-esrgan: Training real-world blind super-resolution with pure synthetic data

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.976719Z

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=2026-08-10T15:21:04.468658Z digest=sha256:3b3a183e82fb696b0da74f5201e5684cc46e7aa910233c3fa6d0e37bb7f143d5

Observation 8e25715d-e917-4670-bde4-a172be656bb2 · outbound

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

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-10T15:21:04.473004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:21:04.473004Z digest=sha256:08d55bb833e3730294af75b7d16e7a0f2818be41646966fe44b59c5d1f960d93

Observation 7e023866-25f0-4fe5-9880-7529af3c25a5 · outbound

This paper cites Bovik, H.R.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Bovik, H.R

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.965911Z

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=2026-08-10T15:21:04.476746Z digest=sha256:bc81e9f2b5fb3ddb65c61b2b275a67fac346117bf57906ec0daa46ff4f827c88

Observation f16ae157-3f19-4197-9d9f-efe5362237a6 · outbound

This paper cites Orientation selectivity based visual pattern for reduced-reference image quality assessment.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Orientation selectivity based visual pattern for reduced-reference image quality assessment

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.956104Z

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=2026-08-10T15:21:04.480283Z digest=sha256:fbcffc22e355e29802825dc22fc5fae3e877867002a4aeb518962fb50be3bb86

Observation 6d0ba70e-de42-4fcd-8a83-74c59b1f1e68 · outbound

This paper cites Seesr: Towards semantics- aware real-world image super-resolution.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Seesr: Towards semantics- aware real-world image super-resolution

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.945948Z

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=2026-08-10T15:21:04.483745Z digest=sha256:3c6c5f71521c8b613f2e53869a3bfba910000700785ebddee8646fda99ed0507

Observation 8b532e9a-c265-4f5f-90a3-8b4320d067b5 · outbound

This paper cites Cgnet: A light-weight context guided network for semantic segmentation.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Cgnet: A light-weight context guided network for semantic segmentation

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.935514Z

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=2026-08-10T15:21:04.487651Z digest=sha256:f0698d3bce8a7259153e9ac717ffed11c2fd01df4a697de22f0ea13926f002b2

Observation 7088f6bf-9253-482d-9d6c-6b2ee2706e98 · outbound

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

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Maniqa: Multi-dimension at- tention network for no-reference image quality assessment

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.922133Z

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=2026-08-10T15:21:04.491571Z digest=sha256:e5ba82b63fd12c72c7b847f01bcd593ac71041f7d46303ff89432471c94a44c3

Observation 6dfaf102-145d-4905-a6c3-fbdbc309eada · outbound

This paper cites Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-10T15:21:04.495728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:21:04.495728Z digest=sha256:096a2e286cea39e952daec982f849b1217a637e8704a4ea9b7b0ae80853b989a

Observation 084cc209-c4bb-435f-b526-d28f6b8f06bd · outbound

This paper cites Variational Denoising Network: Toward Blind Noise Modeling and Removal.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Variational Denoising Network: Toward Blind Noise Modeling and Removal

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-10T15:21:04.636039Z

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=2026-08-10T15:21:04.499796Z digest=sha256:0af741049457def903c1fbe3955220ade2d0e2bcd88fa9e8b25f4de044c2f049

Observation 612e4422-ffae-4f05-b583-c6c0da474bd4 · outbound

This paper cites Dual adversarial network: Toward real-world noise removal and noise generation, 2020.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Dual adversarial network: Toward real-world noise removal and noise generation, 2020

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.910063Z

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=2026-08-10T15:21:04.503368Z digest=sha256:d3afacaf7f37e18b68839c3abd669c188f23c14545e868e71eb84311a74648e9

Observation aa8d14c1-9384-4e8e-b4a3-5dfd3d2e6e1f · outbound

This paper cites ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T15:21:04.506917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:21:04.506917Z digest=sha256:5e764744dfc6e9fa0ce239fedce23b0c49dca157b809b3fd6b88e61e3b26d92e

Observation 0108a54d-b8dc-4f4a-bece-88c37a6cf1b9 · outbound

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

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Restormer: Efficient transformer for high-resolution image restoration

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.896191Z

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=2026-08-10T15:21:04.510953Z digest=sha256:4e0394b0e5930e8250f2dbee5ffb1a619a310d511017f14011666ef221b1c5c0

Observation 21baff45-7420-40f1-a412-b641e4665931 · outbound

This paper cites Multi-stage progressive image restoration.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Multi-stage progressive image restoration

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.883043Z

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=2026-08-10T15:21:04.514644Z digest=sha256:75c9c29d500619763178f8ff4345f6f0654af8626a524bfd4784986fd16aaf02

Observation d63f38ad-ec1f-4d7a-9bdc-6a71856dd9ce · outbound

This paper cites Deep stacked hierarchical multi-patch network for im- age deblurring.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Deep stacked hierarchical multi-patch network for im- age deblurring

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.872202Z

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=2026-08-10T15:21:04.517924Z digest=sha256:4dbb7eaadc95a9cdbabd2d408d3b4841888d77291957a0094e1c45afa3306a6b

Observation b7dea923-1471-44db-bd97-f6cc336cee76 · outbound

This paper cites Blur- aware spatio-temporal sparse transformer for video deblur- ring.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Blur- aware spatio-temporal sparse transformer for video deblur- ring

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.861397Z

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=2026-08-10T15:21:04.521549Z digest=sha256:ca0044c5729f0d7c0708e863552f22c73fff02952ef5f2791f2c51bad8b81ae5

Observation 439607ac-8d6d-44f6-8cbf-b955ca4151a9 · outbound

This paper cites Designing a practical degradation model for deep blind image super-resolution.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Designing a practical degradation model for deep blind image super-resolution

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.849286Z

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=2026-08-10T15:21:04.526965Z digest=sha256:76c610f18cb2e9e318d54d40259fae3e895595b8217011a3e8cfe1200aa2b8c7

Observation 43c937ee-d5e3-4783-8e5f-a4de8f98a654 · outbound

This paper cites Practical blind denoising via swin-conv-unet and data synthesis, 2022.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Practical blind denoising via swin-conv-unet and data synthesis, 2022

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.835487Z

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=2026-08-10T15:21:04.531473Z digest=sha256:cb6ac6a44c604ef7b677729d478b267513b118ca919ab346b84a041160613b6b

Observation c898d70e-511f-4bbe-aaba-d81a522eeef8 · outbound

This paper cites Plug-and-play image restora- tion with deep denoiser prior.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Plug-and-play image restora- tion with deep denoiser prior

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-10T15:21:04.538951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:21:04.538951Z digest=sha256:09034ead10fcc95f236d354c4094e559e7dbd0331fbc4e9d82f4f9de579e6943

Observation 6ee3d707-94f6-4dc9-b9bd-b1ae6106bc99 · outbound

This paper cites an unresolved cited work.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:21:04.817425Z

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=2026-08-10T15:21:04.542446Z digest=sha256:931ad5ce9535975b7d8e6901c0955d762120a14cbaef06c4f8081908a8d26dce

Observation 87a8e8e3-934e-453d-9a80-dcfc8bac4842 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image The unreasonable effectiveness of deep features as a perceptual metric

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.806643Z

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=2026-08-10T15:21:04.545744Z digest=sha256:f449203ed4eab8fab83142237d27694debfcd5802fb7e52b8d9b39213edc278d

Observation b0534a60-6f3e-484f-be73-463364ff46c9 · outbound

This paper cites Efros, Eli Shecht- man, and Oliver Wang.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Efros, Eli Shecht- man, and Oliver Wang

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.796883Z

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=2026-08-10T15:21:04.549065Z digest=sha256:acccd32ae0f638e1ea7dca9eb41918dcf77b13b8d27aa7bae6b73b8e94956cd8

Observation 83f5ca56-f4f0-418c-bb49-041966dfc0e3 · outbound

This paper cites Image super-resolution using very deep residual channel attention networks.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Image super-resolution using very deep residual channel attention networks

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.786034Z

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=2026-08-10T15:21:04.552668Z digest=sha256:6b4eadd95c62cc2e8547da68c5cff02b080a768f2fdd5575a33aefd529c9a8fe

Observation b7ede618-180d-4225-bb9b-76c0a15a0c61 · outbound

This paper cites Vi- sual quality assessment for super-resolved images: Database and method.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Vi- sual quality assessment for super-resolved images: Database and method

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.775581Z

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=2026-08-10T15:21:04.556119Z digest=sha256:71a57774c5250207452f68b9b75b9d14118fbe71ea41433b6af0166c0a432355

Observation a70e90fe-84d8-4d7c-8883-c9bbbe2261a9 · outbound

This paper cites Zhang, Jingyun Liang, Jiezhang Cao, Bi- han Wen, Radu Timofte, and Luc Van Gool.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Zhang, Jingyun Liang, Jiezhang Cao, Bi- han Wen, Radu Timofte, and Luc Van Gool

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.765523Z

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=2026-08-10T15:21:04.559522Z digest=sha256:d0063259b397bc20bdbc7e23ba1626ff1442b91915f8967732cca546db03f030

Observation ce7a3118-5a94-4220-a2fb-adf3c92dd770 · outbound

This paper cites Use gradient descent to minimize L and update Iˆx.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Use gradient descent to minimize L and update Iˆx

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.744902Z

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=2026-08-10T15:21:04.566194Z digest=sha256:ae37bca51ab509ed297ff13db73bcfb84f9bc6adadfbb510f2a7a0dfe2220712

Observation 7bc925d3-205e-4110-8e30-d6a74a617a17 · outbound

This paper cites Use gradient descent to minimize L and update Iˆx.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Use gradient descent to minimize L and update Iˆx

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.732771Z

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=2026-08-10T15:21:04.569537Z digest=sha256:8c0d0515dcaea1678d1d497af653bf2de430ea92c5eddea07ce54dda4758da75

Observation 66050dd4-688a-4273-bec4-ddeb27e4f3d3 · outbound

This paper cites Multiple F operations are equivalent to a single operation, F (x, y) = µAx√ 1+σ2 D/σ2 H.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Multiple F operations are equivalent to a single operation, F (x, y) = µAx√ 1+σ2 D/σ2 H

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.721002Z

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=2026-08-10T15:21:04.572866Z digest=sha256:e17d31d674cad3c78f9b671d54bc597dfad58832f29f698b1c59b7a7d5d2008d

Observation 6aa54b6d-7180-4cbc-8ac5-96cba1c0e25f · outbound

This paper cites an unresolved cited work.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:21:04.710544Z

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=2026-08-10T15:21:04.576428Z digest=sha256:9c866d98890634077f0b857782955aa5029c7f8fae8a132e166bef10453a1fcb

Observation 91f4f105-5ecf-4f8b-952d-817eb843b681 · outbound

This paper cites an unresolved cited work.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:21:04.699225Z

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=2026-08-10T15:21:04.579870Z digest=sha256:58f93e2d3e37ea0890b7c93069273ad4ed15040f24537030bcdd822234b63593

Observation 55cb1042-bb5d-4a16-8862-f14ef9675d26 · outbound

This paper cites Table.8 shows RACDI test for Classic SR on the BSD100 and Manga109 datasets.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Table.8 shows RACDI test for Classic SR on the BSD100 and Manga109 datasets

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:21:04.688973Z

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=2026-08-10T15:21:04.583485Z digest=sha256:32b0aa85140db4a32f8f354758e3c77ab3566775f034ddb5f4a1d1b0cce5a52d

Observation 9a2c7747-03dd-41c8-a0fe-8d5a25c14ef2 · outbound

This paper cites an unresolved cited work.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Unresolved cited work

Reference 2023

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:21:04.755109Z

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=2026-08-10T15:21:04.562885Z digest=sha256:975d2f31e1465d4c99b3d4a0c2783bdb4de8c3814e45382392dbff311de9327b

Pith citing papers

No inbound Pith citation observations are available.