Paper Citation Record · LEDGER

Universal Image Restoration Pre-training via Degradation Classification

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2501.15510.

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

pith.paper-citation-record.v1
2501.15510 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:34:10.780702Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:09:15.056324Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 626eb50c-7372-496e-96b6-a55cd3d9e30d · inbound

IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models cites this paper.

IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models Universal Image Restoration Pre-training via Degradation Classification

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T12:34:10.780702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d859a082-a20a-4f4c-855f-21d1b7eff3e2 · inbound

Diffusion Once and Done: Degradation-Aware LoRA for Efficient All-in-One Image Restoration cites this paper.

Diffusion Once and Done: Degradation-Aware LoRA for Efficient All-in-One Image Restoration Universal Image Restoration Pre-training via Degradation Classification

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T04:31:24.257125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2189a3d-13ac-4b57-94d7-872dd924f691 · inbound

TAP: Parameter-efficient Task-Aware Prompting for Adverse Weather Removal cites this paper.

TAP: Parameter-efficient Task-Aware Prompting for Adverse Weather Removal Universal Image Restoration Pre-training via Degradation Classification

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T21:53:27.953885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 684c74ff-4458-458a-b576-e07024e56b22 · inbound

TPGDiff: Hierarchical Triple-Prior Guided Diffusion for Image Restoration cites this paper.

TPGDiff: Hierarchical Triple-Prior Guided Diffusion for Image Restoration Universal Image Restoration Pre-training via Degradation Classification

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-21T14:00:12.967607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3603a17f-5d17-47e1-9dbc-e424d8db5f33 · inbound

Your Pre-trained Diffusion Model Secretly Knows Restoration cites this paper.

Your Pre-trained Diffusion Model Secretly Knows Restoration Universal Image Restoration Pre-training via Degradation Classification

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T23:25:54.404815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 67256392-2eed-45f0-8635-76fffa7f6ed3 · inbound

Compositional-Degradation UAV Image Restoration: Conditional Decoupled MoE Network and A Benchmark cites this paper.

Compositional-Degradation UAV Image Restoration: Conditional Decoupled MoE Network and A Benchmark Universal Image Restoration Pre-training via Degradation Classification

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:35:57.099826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eac0498f-82e4-46fc-852a-09544814550f · inbound

Degradation Frequency Curve: An Explicit Frequency-Quantified Representation for All-in-One Image Restoration cites this paper.

Degradation Frequency Curve: An Explicit Frequency-Quantified Representation for All-in-One Image Restoration Universal Image Restoration Pre-training via Degradation Classification

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:53:20.015128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3d1a90f3-cb8c-4222-88a6-7afae000c630 · inbound

DVANet: Degradation-aware Visual-prior Alignment Network for Image Restoration cites this paper.

DVANet: Degradation-aware Visual-prior Alignment Network for Image Restoration Universal Image Restoration Pre-training via Degradation Classification

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-07-04T00:09:15.059096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9b7f2e71-922f-40f2-aa7a-347c585d7263 · inbound

CURE: Controllable Unified Image Restoration for Complex Degradations cites this paper.

CURE: Controllable Unified Image Restoration for Complex Degradations Universal Image Restoration Pre-training via Degradation Classification

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T05:15:16.836693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.