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Paper Citation Record · LEDGER

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution

As of 10 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2606.28971.

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

pith.paper-citation-record.v1
2606.28971 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T09:40:14.629535Z

measured 66 of 66 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 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

66 of 66 outbound references displayed

  • verified exact3
  • verified fuzzy57
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 44c3d080-ba12-4be7-968c-ab68fff914e3 · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.686160Z

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=2026-06-30T09:40:14.629535Z digest=sha256:17aa3574c5597124717bfeb364b8056b7425af7c348e6182004abb51cca43188

Observation bc16e64e-7779-4bfd-9ba6-0a7f55f4ba03 · outbound

This paper cites GPT-4 Technical Report.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution GPT-4 Technical Report

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-06-30T09:44:37.571387Z

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=2026-06-30T09:40:14.629535Z digest=sha256:868f1c5b188ae930439e500523de800e87b7283a63d6d7652e9b3e94006fa5ca

Observation c7181cd8-7613-48dc-aaf4-a74762b195b1 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition workshops.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition workshops

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.648692Z

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=2026-06-30T09:40:14.629535Z digest=sha256:8a28684a33dd9e4339566334936691498067ed4624bba7139b3aae56e6b162fc

Observation 6563d38d-5788-42f3-bf3b-723ed65496a1 · outbound

This paper cites In: International conference on advanced concepts for intelligent vision systems.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: International conference on advanced concepts for intelligent vision systems

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.655900Z

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=2026-06-30T09:40:14.629535Z digest=sha256:9011d39b91071434ac2e7125b44dedb15f9de041beb244946189c760f2f6f380

Observation 4c39c632-f8c3-4d4d-9fcb-156f0bda3d4b · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.702201Z

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=2026-06-30T09:40:14.629535Z digest=sha256:e27e182a6e8ad34d3b3880b3aca6ff7c3cd08972c35fe8de00fd2980ce6b2c0e

Observation 78254c83-5917-436a-bfeb-5b36f87d3381 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.739479Z

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=2026-06-30T09:40:14.629535Z digest=sha256:413543f8189ffa38d186dfddcd0fe6e92142b95f070b5432478a5bb8d46bf64c

Observation d8f22485-d084-4f0a-8900-72c283a23704 · outbound

This paper cites Advances in Neural Information Processing Systems37, 110643– 110666 (2024).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution Advances in Neural Information Processing Systems37, 110643– 110666 (2024)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.718037Z

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=2026-06-30T09:40:14.629535Z digest=sha256:866b23c0fa561af65852d794bd2181a2456d22096af047dbe319f3938da163f7

Observation 56f35000-7a0f-41ac-add9-8be075ef296e · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.728499Z

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=2026-06-30T09:40:14.629535Z digest=sha256:b5728cbf578b5be5c21bbd4c2c73713c956c2c21add78c59fdcea080d036f63e

Observation e7fa29a3-b093-49c1-8cda-ab45cbd0d3f7 · outbound

This paper cites In: European Conference on Computer Vision.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: European Conference on Computer Vision

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.687970Z

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=2026-06-30T09:40:14.629535Z digest=sha256:3c8623e66e4ee4f66040358b00b29044a45d3d764c738167f67423a124d4f8b3

Observation 90fab52e-eeb0-423f-84ec-bbe015d82a5b · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence pp.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution IEEE Transactions on Pattern Analysis and Machine Intelligence pp

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.672262Z

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=2026-06-30T09:40:14.629535Z digest=sha256:e184ec70c700e277889a25b2ba93f82298641eb58af0d530f37f40b581315773

Observation 4915fc7e-043a-494f-b00d-677c90eae862 · outbound

This paper cites In: European Conference on Computer Vision.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: European Conference on Computer Vision

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.663239Z

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=2026-06-30T09:40:14.629535Z digest=sha256:a43e19b03a47be2c2867333a00322079542742956c78595e2fd14ef3e19ca167

Observation b42ef915-3fda-458e-adb6-688ca9570b7b · outbound

This paper cites Inter- national Journal of Computer Vision133(7), 4134–4157 (2025).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution Inter- national Journal of Computer Vision133(7), 4134–4157 (2025)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.682182Z

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=2026-06-30T09:40:14.629535Z digest=sha256:0efb26451e5f2b9e3522d9401c0c6bbb8377f348c0099fb17e16332b40485bf3

Observation 6d77946b-5c12-42ed-b289-861049606f67 · outbound

This paper cites International Journal of Com- puter Vision133(2), 672–687 (2025).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution International Journal of Com- puter Vision133(2), 672–687 (2025)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.721532Z

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=2026-06-30T09:40:14.629535Z digest=sha256:b78764dec744ce40e34d21374e492e9aee7c4a41c6dc2c394e4922121c2a22d9

Observation 463f34d2-2dbc-45ec-bcbc-0fe6cfd36013 · outbound

This paper cites Agent AI: Surveying the Horizons of Multimodal Interaction.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution Agent AI: Surveying the Horizons of Multimodal Interaction

Reference 14

Resolution
metadata mismatch
local_arxiv, observed 2026-06-30T09:44:37.574086Z

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=2026-06-30T09:40:14.629535Z digest=sha256:e5051acb7490fa9cc71869fc9272d7156a337049acecf5fc6f4bca5384040746

Observation 2df9e08a-5a23-4633-9770-c013467fc631 · outbound

This paper cites In: The Thirty-ninth Annual Conference on Neural Information Processing Systems.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: The Thirty-ninth Annual Conference on Neural Information Processing Systems

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.686518Z

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=2026-06-30T09:40:14.629535Z digest=sha256:8965e198d390042267ceedf6a59a05dbad5e028e4e68f8784c3d275dc01c1318

Observation 615deb78-e8e4-4184-87bd-14c81a76d3eb · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.730206Z

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=2026-06-30T09:40:14.629535Z digest=sha256:6dc426bc93c6d279fc04ae8f7e1b778b0afe51cc7958880971afde0745cfe553

Observation bc5ea25a-f21f-4068-9b04-e20b52d97588 · outbound

This paper cites In: Advances in Neural Information Processing Systems (2025).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Advances in Neural Information Processing Systems (2025)

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.659299Z

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=2026-06-30T09:40:14.629535Z digest=sha256:8409d96deb1c0ebde15eac1fb697cfc14ba2e212ba61182bbeb2612130ea6722

Observation f8c1402b-45ae-4c04-8766-26efc962ee40 · outbound

This paper cites In: The Twelfth International Conference on Learning Representations (2023) Self-Evolving Agentic Image Restoration 17.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: The Twelfth International Conference on Learning Representations (2023) Self-Evolving Agentic Image Restoration 17

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.746915Z

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=2026-06-30T09:40:14.629535Z digest=sha256:53c1a25a6b9fbbf5132b77f5894b58a5c121118eed63b272584dedb81f1dd820

Observation c9be02e7-070a-46e4-b957-49e5fea96971 · outbound

This paper cites Qwen2.5-Coder Technical Report.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution Qwen2.5-Coder Technical Report

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-06-30T09:44:37.576894Z

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=2026-06-30T09:40:14.629535Z digest=sha256:1f66f4618cbadc4145ff1824c9f409acb9b2df1e2eae48a17138ad21255a5d0b

Observation 68cea10e-a795-46de-84c4-2f4ba1779a48 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.725216Z

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=2026-06-30T09:40:14.629535Z digest=sha256:e72527314d77d4147b9af5926b6a5af69babbb75497abd989698b648edf01910

Observation 4bc9412a-ff45-4efa-a4ba-ea86eb46adf3 · outbound

This paper cites IEEE Transactions on Pattern Anal- ysis and Machine Intelligence (2025).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution IEEE Transactions on Pattern Anal- ysis and Machine Intelligence (2025)

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.678123Z

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=2026-06-30T09:40:14.629535Z digest=sha256:8c13bb6ff88ddb78d79e2f1d9eb6daf6dcd3d802dda52ad0112062742b486585

Observation 21a265e5-0aa8-4c0c-a87c-ad940cf729ab · outbound

This paper cites Multi-Agent Image Restoration.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution Multi-Agent Image Restoration

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-06-30T09:44:37.579942Z

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=2026-06-30T09:40:14.629535Z digest=sha256:41abb92d285a5ca6a862b6f337ab4e2ceb6a66943a3e818734e13ac1434667cc

Observation c96e0e0d-b255-4ec2-aec1-8b6a1a586249 · outbound

This paper cites In: European Conference on Computer Vision.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: European Conference on Computer Vision

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.698109Z

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=2026-06-30T09:40:14.629535Z digest=sha256:8d950f625b9184889f6c4a19520004300a7ac0fe69c63406dc086d31b74551bd

Observation 7c41afa8-a6ff-4012-9915-ffce2b418862 · outbound

This paper cites macmillan (2011).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution macmillan (2011)

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.731886Z

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=2026-06-30T09:40:14.629535Z digest=sha256:8bb25838e3a97c258c97013dce62b65ca66c97f00c19930c864e019fad7f8b2f

Observation e9da91ef-9ffb-4f3b-bd4d-2782bfbc83e8 · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.693650Z

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=2026-06-30T09:40:14.629535Z digest=sha256:7f0d46a0106d42dd216c451b3da345c33280cdc503a0f28f59083d4886410a60

Observation 09af7a8b-af9c-4047-8623-6c264351c3fc · outbound

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

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 26

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T09:44:37.582590Z

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=2026-06-30T09:40:14.629535Z digest=sha256:119590cbb5776c7f5e919a237a735f5e56240e74fc68263a89432b9de33915a2

Observation 2122e15c-9db4-4b75-bd8a-dc92d38c5ede · outbound

This paper cites Hybrid Agents for Image Restoration.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution Hybrid Agents for Image Restoration

Reference 27

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T09:44:37.590276Z

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=2026-06-30T09:40:14.629535Z digest=sha256:81f47be34a483985acb486a9d8a575eea2a9abb74d39a14fe34c1d7ef6d1c2ad

Observation 40f29b5b-6b94-4bf5-895a-42142ba509be · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.736414Z

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=2026-06-30T09:40:14.629535Z digest=sha256:bc88cf94932739eb850a2b135ea3f7fc9820609c06a70c01e9b6cdbaa033271c

Observation 8203af64-aa32-45b3-b3cd-91c420dd9be5 · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.655481Z

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=2026-06-30T09:40:14.629535Z digest=sha256:106f7d1b16da7754ed4c51678852ce510170d56e95ccd9e049bdbde6f93e9bf6

Observation 43fbde11-5dda-4cec-8b8a-97e673457b9e · outbound

This paper cites In: European conference on computer vision.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: European conference on computer vision

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.695433Z

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=2026-06-30T09:40:14.629535Z digest=sha256:5732b24a2527c1fd9a03b41edbfd37e2b840056cd24bb265051cf1b9db28ce37

Observation 2e32d44b-a3e2-4068-9d96-51470b339a41 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.696204Z

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=2026-06-30T09:40:14.629535Z digest=sha256:595faeedbafaabfa0dfdb5ca7147642338c7192ea590aa5eb6819b55adc0a9a2

Observation 7d20243b-eed5-4b75-b782-2452f5751db7 · outbound

This paper cites In: International Conference on Learning Representations (2024).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: International Conference on Learning Representations (2024)

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.659883Z

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=2026-06-30T09:40:14.629535Z digest=sha256:1803ed099e11ffe6a617431075706751e06d43780ed4bbce1def299285bd1801

Observation 94a54ff6-7f99-4841-9aaf-ae1e708fa27c · outbound

This paper cites In: Proceedings of the IEEE/CVF winter con- ference on applications of computer vision.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE/CVF winter con- ference on applications of computer vision

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.657265Z

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=2026-06-30T09:40:14.629535Z digest=sha256:c3e5c02ec77ef7b046cc1671b710b349cc951fd63c44d3f448389faf491ffa10

Observation 053b252c-7b0f-4cd5-9d46-58dc1513b5c3 · outbound

This paper cites completely blind.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution completely blind

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.697150Z

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=2026-06-30T09:40:14.629535Z digest=sha256:42b011b5f00797affae57799845c468a7feb4d571e8a900fab302f95085c8ab0

Observation df7d2abc-aa8a-414d-87e9-908dbc75a7fa · outbound

This paper cites In: Proceedings of the 36th annual acm symposium on user interface software and technology.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the 36th annual acm symposium on user interface software and technology

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.722534Z

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=2026-06-30T09:40:14.629535Z digest=sha256:1bb5381cd51a1d2e699f2a883938fdefc510971fcc8ec835afb5d0e7c41d775c

Observation 6c65a114-d42f-4168-9131-504f41fd1a6e · outbound

This paper cites an unresolved cited work.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-07-09T18:26:26.737252Z

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=2026-06-30T09:40:14.629535Z digest=sha256:e5e0a48bbb657bfe642358c7d0b612422dc6fa75c82ba3734ace091a266fc9c0

Observation 85dd791d-5505-4589-9378-4e31b7fd0804 · outbound

This paper cites Advances in Neural Information Processing Systems36, 71275–71293 (2023).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution Advances in Neural Information Processing Systems36, 71275–71293 (2023)

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.743159Z

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=2026-06-30T09:40:14.629535Z digest=sha256:aebabda91e9732573cfa64d65e83de5b7719fb70e29a4884e05840ec8f441283

Observation 849cb45c-4948-455a-b92e-eca2ec19cd60 · outbound

This paper cites Proceedings of Machine Learning Research, vol.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution Proceedings of Machine Learning Research, vol

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.724390Z

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=2026-06-30T09:40:14.629535Z digest=sha256:bf59badcfee6056bf02b69e1caba4bc203334601636ea16151984b02dfc44176

Observation d303ed41-22ac-4b6e-927c-8f100d972af5 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.741372Z

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=2026-06-30T09:40:14.629535Z digest=sha256:09f07501c303fa7b8dcf526f86e74dd2a6d5a28e52b8cf0a495f98cb91c6a9b2

Observation dfae675f-841d-413c-8585-cd8b4dff085a · outbound

This paper cites IEEE Transactions on Image Processing32, 1927–1941 (2023).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution IEEE Transactions on Image Processing32, 1927–1941 (2023)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.679974Z

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=2026-06-30T09:40:14.629535Z digest=sha256:37f6477f52b612c51bb5a6013aa8577f5823911db30d2c39585673f5b3ff12d3

Observation cd513836-1e5f-4e98-bd74-6d4ae9a5c492 · outbound

This paper cites Psychology Press (1999).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution Psychology Press (1999)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.734683Z

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=2026-06-30T09:40:14.629535Z digest=sha256:2c4dd11f8bfff023f4a521ac1e050ddcd6e88d74ab372815c9bc29e383e1c9e4

Observation ece6ff6d-5efc-4d0d-9446-53742e998eac · outbound

This paper cites Pattern Recognition134, 109050 (2023).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution Pattern Recognition134, 109050 (2023)

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.689784Z

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=2026-06-30T09:40:14.629535Z digest=sha256:19dfee992f41a77e0fb2ed053b57b0bb879f5a3c3a51e7cc9a63c90be6367529

Observation 4aa35f52-4f08-4728-ac90-3fe5034835c2 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution LLaMA: Open and Efficient Foundation Language Models

Reference 43

Resolution
metadata mismatch
local_arxiv, observed 2026-06-30T09:44:37.587718Z

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=2026-06-30T09:40:14.629535Z digest=sha256:2d97bf9cae4946c29fabbc51d564e93789a13e63975deb77bfb4d56aaff0d04e

Observation 971efdd3-e067-482d-a8a3-b9154d6dfdc7 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.710544Z

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=2026-06-30T09:40:14.629535Z digest=sha256:eda42ef21d7f020d986201dbcd41f8ed51c9147f547cf95c3abfb00fe1704203

Observation 13112cc1-062a-47b0-b14c-4fcbbf0b36bc · outbound

This paper cites IEEE Transac- tions on Image Processing35, 3421–3436 (2026).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution IEEE Transac- tions on Image Processing35, 3421–3436 (2026)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.705961Z

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=2026-06-30T09:40:14.629535Z digest=sha256:fbb53e46e119eb28807b91ac2d1792f8fc463adb2f3bfa2b50e95d255727b78e

Observation 57a8ca64-38ad-4692-b695-4c49818ae9b8 · outbound

This paper cites In: Proceedings of the AAAI conference on artificial intelligence.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the AAAI conference on artificial intelligence

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.704088Z

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=2026-06-30T09:40:14.629535Z digest=sha256:a26cb440a8f78c1f171077ef6cb2aa632f283ca63e08fc4bd1baa5698f913645

Observation f9016c2c-732d-4b51-97d7-161e83e14cd0 · outbound

This paper cites IEEE transactions on image processing 13(4), 600–612 (2004).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution IEEE transactions on image processing 13(4), 600–612 (2004)

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.711662Z

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=2026-06-30T09:40:14.629535Z digest=sha256:25337519209c587785263d7b4a4dde8c56f4ac272e30371329c8901800fb0085

Observation e2814c61-66cc-4c6f-b917-53bf904b42ad · outbound

This paper cites Advances in neural information processing systems35, 24824–24837 (2022).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution Advances in neural information processing systems35, 24824–24837 (2022)

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.708259Z

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=2026-06-30T09:40:14.629535Z digest=sha256:6a60754e26272018dc32e2f98f191b3f3d4815710e6db4971267c98b794f94c9

Observation b8b0685d-d02c-4b72-9bc4-a8e787a2676a · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.712440Z

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=2026-06-30T09:40:14.629535Z digest=sha256:e734ac90454e7f0d19f7b33ccfc9274ed0e3f5694063fc1184432604735113b7

Observation 51b1efca-7776-4a1a-8af7-be66f88961c8 · outbound

This paper cites In: European conference on computer vision.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: European conference on computer vision

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.718822Z

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=2026-06-30T09:40:14.629535Z digest=sha256:de4b3768107f2097c2e076a39e1f789cb9bee70fa65aa55320a01bcc64cca2d2

Observation 979a2f72-d985-4ccf-b80c-b08ec9f41daf · outbound

This paper cites In: First Conference on Language Modeling (2024).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: First Conference on Language Modeling (2024)

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.707735Z

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=2026-06-30T09:40:14.629535Z digest=sha256:4e4ae340baa8b1cd947cc35e3695ceb14c45c8172b385539818676a58c3fbec8

Observation ddced47e-e24c-47bb-ae08-cdf8e446aa0c · outbound

This paper cites Advances in Neural Information Processing Systems 37, 92529–92553 (2024).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution Advances in Neural Information Processing Systems 37, 92529–92553 (2024)

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.639070Z

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=2026-06-30T09:40:14.629535Z digest=sha256:a8ff8c5918e084e38e8df719fe27cd6a37004a2b3b0724c5f3a839979b853c8c

Observation fc1d577e-bb66-49bd-8c32-f926d9db8069 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.726460Z

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=2026-06-30T09:40:14.629535Z digest=sha256:8e3a7d1fb89e45e613f4eeafa2d096996d6a9014df465bba2108bf7ccd6a6d74

Observation 65ce92c9-3db4-49d2-9fe2-467ec5603ea7 · outbound

This paper cites Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

Reference 54

Resolution
verified exact
local_arxiv, observed 2026-06-30T09:44:37.585114Z

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=2026-06-30T09:40:14.629535Z digest=sha256:f527bbd5d82e726b5598117290928ac5e7c17ddcd6e2598362424f8691663da2

Observation 76295c19-c2f7-4c64-9ff0-e3dea5541bd2 · outbound

This paper cites IEEE transactions on pattern analysis and machine intelligence45(11), 12978–12995 (2022).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution IEEE transactions on pattern analysis and machine intelligence45(11), 12978–12995 (2022)

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.715320Z

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=2026-06-30T09:40:14.629535Z digest=sha256:e6565e5fff1a0c0abdaa507b8e8cb3855828093b953e5132aa73f766a9035e06

Observation 7265771b-bab2-4503-a72e-31d729cbb712 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recog- nition.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE/CVF conference on computer vision and pattern recog- nition

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.745088Z

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=2026-06-30T09:40:14.629535Z digest=sha256:ff0884f3979d55b40b4f5b3d6be1b78c0c4eb1cea7955c9002e748a5049bb38e

Observation edca6293-c316-4ca0-afe5-b8b329034856 · outbound

This paper cites In: European Conference on Computer Vision.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: European Conference on Computer Vision

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.735493Z

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=2026-06-30T09:40:14.629535Z digest=sha256:23934c92800144f7260dd4872d24e1003aa9c049d45497d172d7b9a696b2b8ae

Observation b4bb7b06-8caa-4d28-933b-d242a470f0b1 · outbound

This paper cites In: The Thirteenth International Conference on Learning Representations (2025).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: The Thirteenth International Conference on Learning Representations (2025)

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.717063Z

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=2026-06-30T09:40:14.629535Z digest=sha256:4ce95c607ea81db94b5a7b322cfb71322eb8489fc3840435e3f9c532affa577b

Observation d2639ba3-ad64-49aa-a4d7-42639a5404de · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.670502Z

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=2026-06-30T09:40:14.629535Z digest=sha256:05e6ac4d6afdfe2487b365e93127c77ae2a42e6f555caf909813d780d3fc7a19

Observation 9daa6afc-ebe3-4835-87ca-9419a0737afa · outbound

This paper cites IEEE transactions on image processing26(7), 3142–3155 (2017).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution IEEE transactions on image processing26(7), 3142–3155 (2017)

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.636242Z

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=2026-06-30T09:40:14.629535Z digest=sha256:7f8c75ec3e80db589173cca39934bc022e89966e4d5f1633144e7b1511eac30a

Observation 2966f51e-07f2-460c-9ed9-ea8fd9d4645f · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.714255Z

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=2026-06-30T09:40:14.629535Z digest=sha256:8dde504549d2409e8c2397cfc58c4f8cf6d6926bcda59b0e5479f6fb05098136

Observation e731efc0-3e9b-4f40-b9ef-9e2ec351d0cd · outbound

This paper cites In: Proceedings of the AAAI conference on artificial intelligence.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the AAAI conference on artificial intelligence

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.719773Z

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=2026-06-30T09:40:14.629535Z digest=sha256:e4afd80670635fae2511e377fa3f1822a100da81f90f69bfabd7d6ac0a8c57a2

Observation 508aca4e-3a28-468e-a700-37178b846072 · outbound

This paper cites In: Proceedings of the ieee/cvf conference on computer vision and pattern recognition.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: Proceedings of the ieee/cvf conference on computer vision and pattern recognition

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.713505Z

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=2026-06-30T09:40:14.629535Z digest=sha256:8157f7659d63053952006c9ab4c2f82572ca0176e89e5f39f57b25c62abb1a0c

Observation ef11b087-fbc6-4365-841f-bbb8cbf7a4c4 · outbound

This paper cites In: International Conference on Learning Repre- sentations.

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: International Conference on Learning Repre- sentations

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.720673Z

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=2026-06-30T09:40:14.629535Z digest=sha256:5e9d5f9783f3755fa021ddcf58d5a6793961691790524666568c5dab4afe5192

Observation ccbd955e-0dfa-4cc0-b350-f8dcd8478174 · outbound

This paper cites Proceedings of the IEEE111(3), 257–276 (2023).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution Proceedings of the IEEE111(3), 257–276 (2023)

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.698868Z

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=2026-06-30T09:40:14.629535Z digest=sha256:cd818fc98403ee46fa6f311785d59e6334c30e5752cbcf28653e2d4fc04e63a8

Observation cf1bd1eb-fd01-4dd6-b277-f1fb6a216889 · outbound

This paper cites In: The Thirty-ninth Annual Conference on Neural Information Processing Systems (2025).

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution In: The Thirty-ninth Annual Conference on Neural Information Processing Systems (2025)

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:26.733770Z

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=2026-06-30T09:40:14.629535Z digest=sha256:bfbf256878070ab73483051acddbfab3e2f7adaea502eb55bc1ae7c980119c23

Pith citing papers

No inbound Pith citation observations are available.