Paper Citation Record · LEDGER

Multi-Agent Image Restoration

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2503.09403.

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

pith.paper-citation-record.v1
2503.09403 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 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 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:52:38.960083Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T00:17:28.658310Z

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 ada39e4a-b34b-4a94-af2b-77b8000ab191 · inbound

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

4KAgent: Agentic Any Image to 4K Super-Resolution Multi-Agent Image Restoration

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T18:52:38.960083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b66eac1-b075-4c0d-a51a-87b94559a8ed · 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 Multi-Agent Image Restoration

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-16T20:58:31.877866Z

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.

Observation 1de21279-fc10-4d37-9d55-fbf079186652 · 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 Multi-Agent Image Restoration

Reference 21

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 cf2b574c-518f-443a-9e55-32c70f3b4eae · inbound

EpiAgent: An Agent-Centric System for Ancient Inscription Restoration cites this paper.

EpiAgent: An Agent-Centric System for Ancient Inscription Restoration Multi-Agent Image Restoration

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:41:01.156366Z

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.

Observation d4a29cfb-c554-4f16-b39f-de996d3dfc17 · inbound

EpiAgent: An Agent-Centric System for Ancient Inscription Restoration cites this paper.

EpiAgent: An Agent-Centric System for Ancient Inscription Restoration Multi-Agent Image Restoration

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T23:17:40.794140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0467a0fc-6eb5-4c2a-9c2c-c571033a07e8 · 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 Multi-Agent Image Restoration

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-22T07:21:12.778632Z

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.

Observation 4c86053f-9d9a-4296-98c5-147e15abcf79 · 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 Multi-Agent Image Restoration

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-22T07:51:16.109998Z

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.

Observation 90c684e5-37e3-4c49-813e-510ff2a4f2b6 · 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 Multi-Agent Image Restoration

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:24:57.073428Z

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.

Observation f28f45e0-dd53-4d86-986b-e7f07afbe930 · inbound

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

DiTTo: Scalable Order-aware All-in-One Image Restoration Agent Multi-Agent Image Restoration

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:22:47.404042Z

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.

Observation 45a1379e-1874-40e1-8711-8caeb0bb8e18 · inbound

OctoT2I: A Self-Evolving Agentic Text-to-Image Router cites this paper.

OctoT2I: A Self-Evolving Agentic Text-to-Image Router Multi-Agent Image Restoration

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:26:22.520307Z

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.

Observation 82b80c13-128f-4eee-ae81-3192fb0b016b · inbound

HDRAgent: An Agentic Framework for Multi-Exposure HDR Imaging cites this paper.

HDRAgent: An Agentic Framework for Multi-Exposure HDR Imaging Multi-Agent Image Restoration

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:17:28.659737Z

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.

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