Paper Citation Record · LEDGER

Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2401.03379.

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

pith.paper-citation-record.v1
2401.03379 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 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 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:28:47.980714Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T20:08:56.586351Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

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 e54891a3-8205-4dcd-89dc-8a4c52d6c3aa · inbound

FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration cites this paper.

FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T04:28:47.980714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e0f921c-238d-4c68-a7c7-cb6cc34eaedf · inbound

A Progressive Image Restoration Network for High-order Degradation Imaging in Remote Sensing cites this paper.

A Progressive Image Restoration Network for High-order Degradation Imaging in Remote Sensing Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T19:09:09.425397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5e4332a-71a1-40f4-be70-a9dda0ae192d · inbound

Deep Lidar-guided Image Deblurring cites this paper.

Deep Lidar-guided Image Deblurring Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:41.961866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 245f4199-d145-4a46-8bbe-50661a9514f2 · inbound

UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity cites this paper.

UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-10T23:34:51.286349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4149e90-205e-4e55-b7cb-d0b1dd4a2fc3 · inbound

Q-Agent: Quality-Driven Chain-of-Thought Image Restoration Agent through Robust Multimodal Large Language Model cites this paper.

Q-Agent: Quality-Driven Chain-of-Thought Image Restoration Agent through Robust Multimodal Large Language Model Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:22:09.746396Z

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.

Observation fddafacb-30ca-4268-8c93-58bbb2c8ee0e · inbound

From Controlled Scenarios to Real-World: Cross-Domain Degradation Pattern Matching for All-in-One Image Restoration cites this paper.

From Controlled Scenarios to Real-World: Cross-Domain Degradation Pattern Matching for All-in-One Image Restoration Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T13:17:15.771539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning cites this paper.

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 032c2a8b-1b88-4c17-bba2-3bec60f83522 · inbound

4KAgent: Agentic Any Image to 4K Super-Resolution cites this paper.

4KAgent: Agentic Any Image to 4K Super-Resolution Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-06T18:52:38.985766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79063a79-f3c2-4f95-841d-70667e07ed5b · inbound

Restore-R1: Efficient Image Restoration Agents via Reinforcement Learning with Multimodal LLM Perceptual Feedback cites this paper.

Restore-R1: Efficient Image Restoration Agents via Reinforcement Learning with Multimodal LLM Perceptual Feedback Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-16T20:58:31.887345Z

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.

Observation 3dca9f54-d3cf-45ec-a219-7b9c87708006 · inbound

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

TPGDiff: Hierarchical Triple-Prior Guided Diffusion for Image Restoration Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-21T14:00:12.957658Z

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.

Observation 5a4ea046-983f-4e2e-8e29-02aac5ff63c0 · inbound

TIR-Agent: Training an Explorative and Efficient Agent for Image Restoration cites this paper.

TIR-Agent: Training an Explorative and Efficient Agent for Image Restoration Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-13T16:50:50.552104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1c29c37-84e2-4634-8300-e646ea0a0d51 · inbound

DRNet: All-in-One Image Restoration via Prior-Guided Dynamic Reparameterization cites this paper.

DRNet: All-in-One Image Restoration via Prior-Guided Dynamic Reparameterization Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:36:26.380685Z

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.

Observation 81870c35-7693-4706-ad89-c7818d82a5e0 · inbound

OPERA: An Agent for Image Restoration with End-to-End Joint Planning-Execution Optimization cites this paper.

OPERA: An Agent for Image Restoration with End-to-End Joint Planning-Execution Optimization Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-22T07:21:12.703952Z

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.

Observation 42a699ce-187b-4b9b-afb6-531bdeebeacc · inbound

EvoIR-Agent: Self-Evolving Image Restoration Agentic System via Experience-Driven Learning cites this paper.

EvoIR-Agent: Self-Evolving Image Restoration Agentic System via Experience-Driven Learning Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-22T07:51:16.088144Z

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.

Observation 86849bc9-fc08-4f2a-a2b9-dcfc92251264 · inbound

EvoIR-Agent: Self-Evolving Image Restoration Agentic System via Experience-Driven Learning cites this paper.

EvoIR-Agent: Self-Evolving Image Restoration Agentic System via Experience-Driven Learning Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:24:57.038812Z

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.

Observation e2a9be4f-c6a0-4600-92e2-07e7c72e8647 · inbound

DiTTo: Scalable Order-aware All-in-One Image Restoration Agent cites this paper.

DiTTo: Scalable Order-aware All-in-One Image Restoration Agent Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:22:47.406993Z

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.

Observation 531e95bf-73f5-442d-b8f4-61a9cec01408 · inbound

Universal Image Restoration via Internalized Chain-of-Thought Reasoning cites this paper.

Universal Image Restoration via Internalized Chain-of-Thought Reasoning Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:08:56.588592Z

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.

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

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution cites this paper.

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 2026-08-20T06:33:59.587034+00:00.

Observation 9a6f5bc7-5071-4dcd-85a7-2bcd8c5b05de · inbound

CoRE-UIR: Prior-guided common and residual experts for efficient all-in-one remote sensing image restoration cites this paper.

CoRE-UIR: Prior-guided common and residual experts for efficient all-in-one remote sensing image restoration Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T23:28:13.152055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.