Paper Citation Record · LEDGER

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning

As of 7 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 1 inbound Pith citation observation for arXiv:2505.24207.

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

pith.paper-citation-record.v1
2505.24207 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:37:43.987340Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T19:24:39.363019Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

58 of 58 outbound references displayed

verified exact0
verified fuzzy52
unresolved6
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fbc66d5d-5b5d-4c14-b0d2-364180018493 · outbound

This paper cites Banham and A.K.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Banham and A.K

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:55.198600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0cf91db9-3da2-4e14-aa2e-f06b3a98b607 · outbound

This paper cites A survey of deep learning approaches to image restoration.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning A survey of deep learning approaches to image restoration

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:55.020280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 94e40f04-1557-4b3e-80e6-cb7ce4acf36f · outbound

This paper cites A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:37:39.193188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7706c5b8-5910-4579-b240-bf0d83548980 · outbound

This paper cites Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:37:39.278061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 417bad56-9a80-4623-8929-cd40decde457 · outbound

This paper cites Harmony in diversity: Improving all-in-one image restoration via multi-task collaboration.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Harmony in diversity: Improving all-in-one image restoration via multi-task collaboration

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:54.864833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2c78c7c7-80db-406f-b7b6-c21ab5461562 · outbound

This paper cites A new learning paradigm: Learning using privileged information.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning A new learning paradigm: Learning using privileged information

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:54.719795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2d9d3301-81ae-4979-9ca9-9a95866e62eb · outbound

This paper cites Learning using privileged information: similarity control and knowledge transfer.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Learning using privileged information: similarity control and knowledge transfer

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:54.521812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1f606984-be7a-4ce8-bb22-b6c7e9b75222 · outbound

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

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Restormer: Efficient transformer for high-resolution image restoration

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:54.342878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9ad4fe8f-fca9-42e8-a65d-604e4a39204c · outbound

This paper cites Memory uncertainty learning for real-world single image deraining.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Memory uncertainty learning for real-world single image deraining

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:54.184108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 52f7bbdd-5678-450c-a25b-51b9392d3f23 · outbound

This paper cites Retinexformer: One-stage retinex-based transformer for low-light image enhancement.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Retinexformer: One-stage retinex-based transformer for low-light image enhancement

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:54.063269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dc8636e2-3401-4fe6-8c0a-967cc111be8b · outbound

This paper cites Simple baselines for image restoration.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Simple baselines for image restoration

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:53.897743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e7403fdf-3f97-44de-9334-241e972ba2a6 · outbound

This paper cites Pre-trained image processing transformer.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Pre-trained image processing transformer

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:53.732332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 32f5f4be-5998-4213-ad94-4b27eb1bf629 · outbound

This paper cites Uformer: A general u-shaped transformer for image restoration.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Uformer: A general u-shaped transformer for image restoration

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:53.557621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 86f9b1da-3ac7-41fb-815c-2d236ca499f2 · outbound

This paper cites Gridformer: Residual dense transformer with grid structure for image restoration in adverse weather conditions.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Gridformer: Residual dense transformer with grid structure for image restoration in adverse weather conditions

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:53.400352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 74586a4a-678c-413a-89d0-e223bef07272 · outbound

This paper cites Mambair: A simple baseline for image restoration with state-space model.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Mambair: A simple baseline for image restoration with state-space model

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:53.253855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ca5fb705-b606-4523-868f-7d8068bfe08f · outbound

This paper cites Principal uncertainty quantification with spatial correlation for image restoration problems.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Principal uncertainty quantification with spatial correlation for image restoration problems

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:53.054791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bea92caf-024d-49b2-82ea-950f5799e695 · outbound

This paper cites Difface: Blind face restoration with diffused error contraction.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Difface: Blind face restoration with diffused error contraction

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:52.780821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9b52e5cc-52b6-4b59-9d22-51ce651e6f6d · outbound

This paper cites Latent diffusion enhanced rectangle transformer for hyperspectral image restoration.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Latent diffusion enhanced rectangle transformer for hyperspectral image restoration

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:52.582385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 560cddc1-e99f-4435-ad65-d87220912972 · outbound

This paper cites Efficient diffusion model for image restoration by residual shifting.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Efficient diffusion model for image restoration by residual shifting

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:52.388079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9d8084a9-dbe7-48ce-98cb-1971a74147a4 · outbound

This paper cites All-in-one image restoration for unknown corruption.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning All-in-one image restoration for unknown corruption

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:52.224410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5c08b7aa-d12d-4d17-acef-af65b2fb5bc5 · outbound

This paper cites Khan, and Fahad Shahbaz Khan.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Khan, and Fahad Shahbaz Khan

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:52.053009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 46a7da5f-75dc-45b1-bcbf-79e667766655 · outbound

This paper cites Khan, Alois Knoll, Mubarak Shah, and Fahad Shahbaz Khan.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Khan, Alois Knoll, Mubarak Shah, and Fahad Shahbaz Khan

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:51.856810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4150ea5d-3f24-444f-95f1-2115955550a9 · outbound

This paper cites Ingredient-oriented multi-degradation learning for image restoration.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Ingredient-oriented multi-degradation learning for image restoration

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:51.641688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 13be4bd5-c72d-4175-afe5-0ab0ee003c71 · outbound

This paper cites o lund, and Thomas B. Sch \.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning o lund, and Thomas B. Sch \

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:51.449516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 77a886f2-56fc-488d-8211-03899b8a92ef · outbound

This paper cites Improving image restoration through removing degradations in textual representations.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Improving image restoration through removing degradations in textual representations

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:51.220344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d7821bd5-b5b0-4989-b268-af094829b879 · outbound

This paper cites Debiased all-in-one image restoration with task uncertainty regularization.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Debiased all-in-one image restoration with task uncertainty regularization

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:51.035637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 75a57955-ad9d-45d7-88d2-aa7247657222 · outbound

This paper cites Restore anything with masks: Leveraging mask image modeling for blind all-in-one image restoration.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Restore anything with masks: Leveraging mask image modeling for blind all-in-one image restoration

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:50.855272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 09cd85fe-df50-4356-a85d-9c268883b94b · outbound

This paper cites Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming - Hsuan Yang, and Ling Shao.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming - Hsuan Yang, and Ling Shao

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:50.659486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0268cd66-c309-4c0d-b32b-653a53b580a9 · outbound

This paper cites Selective frequency network for image restoration.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Selective frequency network for image restoration

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:50.497338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3f08647e-ce37-4a55-9d5f-8a52d6289fea · outbound

This paper cites Learning A sparse transformer network for effective image deraining.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Learning A sparse transformer network for effective image deraining

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:50.274242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 61b255d2-0cc7-4f92-9557-9837416536c1 · outbound

This paper cites A general decoupled learning framework for parameterized image operators.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning A general decoupled learning framework for parameterized image operators

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:50.125252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 23b86928-a472-4140-a3a1-0d0abd9c045a · outbound

This paper cites Neural degradation representation learning for all-in-one image restoration.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Neural degradation representation learning for all-in-one image restoration

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:49.936842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b471a4a7-6293-4c2b-bf3c-f37268656c85 · outbound

This paper cites High-quality image restoration following human instructions.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning High-quality image restoration following human instructions

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:49.698089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d213f89b-306a-45c8-9474-c00408be3dec · outbound

This paper cites Contour detection and hierarchical image segmentation.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Contour detection and hierarchical image segmentation

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:49.453885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 918b69b1-a53c-41a2-a203-192d8359fa3d · outbound

This paper cites Waterloo Exploration Database : New challenges for image quality assessment models.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Waterloo Exploration Database : New challenges for image quality assessment models

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:49.264659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b3f09a1c-3994-47bc-b64c-b470e13f9413 · outbound

This paper cites Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, and Shuicheng Yan.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, and Shuicheng Yan

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:49.074548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9b533ed4-8d78-4e38-964d-e5686b59e51b · outbound

This paper cites Benchmarking single-image dehazing and beyond.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Benchmarking single-image dehazing and beyond

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:48.878629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 26135b1d-97cc-4776-a3fd-bebbb96462cb · outbound

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

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Deep multi-scale convolutional neural network for dynamic scene deblurring

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:48.692454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 99c2f299-02fa-4091-942e-c4bd24739784 · outbound

This paper cites Deep retinex decomposition for low-light enhancement.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Deep retinex decomposition for low-light enhancement

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:48.533088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 43f618bd-9194-4a58-ad33-176a1aa2b1db · outbound

This paper cites an unresolved cited work.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:37:48.319378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5e13bb1f-2160-4ea3-a84f-db7be2c092a1 · outbound

This paper cites Tan, Wenhan Yang, Jiajun Su, and Jiaying Liu.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Tan, Wenhan Yang, Jiajun Su, and Jiaying Liu

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:48.031610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d63714f6-1625-45f5-935b-a812b553b92b · outbound

This paper cites an unresolved cited work.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:37:47.707530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3e2166e5-6818-4204-b458-7cb4b9c25416 · outbound

This paper cites Desnownet: Context-aware deep network for snow removal.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Desnownet: Context-aware deep network for snow removal

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:47.345351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6876cc65-a855-4561-92a8-22fb3753d1cf · outbound

This paper cites Onerestore: A universal restoration framework for composite degradation.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Onerestore: A universal restoration framework for composite degradation

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:47.055309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f73cb0e8-39eb-484d-81d2-a23231ec58e1 · outbound

This paper cites an unresolved cited work.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:37:46.791657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7be516a2-7a9f-45fc-a7e6-c19c276f9d09 · outbound

This paper cites SwinIR : Image restoration using swin transformer.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning SwinIR : Image restoration using swin transformer

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:46.509764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b4c7f389-9317-4f05-929d-b52dd062cabf · outbound

This paper cites Image restoration via frequency selection.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Image restoration via frequency selection

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:46.128915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 446119ef-28ae-4bde-857e-a367fe2b7acc · outbound

This paper cites TAPE: task-agnostic prior embedding for image restoration.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning TAPE: task-agnostic prior embedding for image restoration

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:45.788750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 415bb020-836f-49c6-8f2f-6839a6e141c4 · outbound

This paper cites All in one bad weather removal using architectural search.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning All in one bad weather removal using architectural search

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:45.397311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6d7f430c-bf02-4fed-b637-afa05dbec336 · outbound

This paper cites Learning weather-general and weather-specific features for image restoration under multiple adverse weather conditions.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Learning weather-general and weather-specific features for image restoration under multiple adverse weather conditions

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:45.151381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2a47c333-0269-48ed-98b8-4c5b247a72ba · outbound

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

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Restoring vision in adverse weather conditions with patch-based denoising diffusion models

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:45.020083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 30a36659-a458-474f-9b3c-0f7e7581e40e · outbound

This paper cites Adverse weather removal with codebook priors.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Adverse weather removal with codebook priors

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:44.887241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 56dc7d7f-aab9-486f-9420-3e413bf8de9a · outbound

This paper cites Multimodal prompt perceiver: Empower adaptiveness, generalizability and fidelity for all-in-one image restoration.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Multimodal prompt perceiver: Empower adaptiveness, generalizability and fidelity for all-in-one image restoration

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:44.757020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a5db0fb4-bbb2-48ae-a661-a2c06996e22a · outbound

This paper cites Learning diffusion texture priors for image restoration.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Learning diffusion texture priors for image restoration

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:44.644046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0945f7af-daae-415e-b1c9-64c07db127cb · outbound

This paper cites Restoring images in adverse weather conditions via histogram transformer.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Restoring images in adverse weather conditions via histogram transformer

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:44.517951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 142d6563-6c99-4cc8-b7d1-78f390918278 · outbound

This paper cites Single image super-resolution from transformed self-exemplars.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Single image super-resolution from transformed self-exemplars

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T12:37:43.846761Z

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Observation 167be016-4527-4578-8593-70478d8327bd · outbound

This paper cites Kodak lossless true color image suite.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Kodak lossless true color image suite

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:44.394162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 17e82ec7-8e6f-432e-b408-a543398c2db4 · outbound

This paper cites A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics.

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:37:44.210068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 31796191-5a9b-46d5-8afe-d7a698f1d6c8 · inbound

IRPO: Boosting Image Restoration via Post-training GRPO cites this paper.

IRPO: Boosting Image Restoration via Post-training GRPO Boosting All-in-One Image Restoration via Self-Improved Privilege Learning

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-03T19:24:39.363019Z

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Unavailable: canonical work link unavailable.