Paper Citation Record · LEDGER

Hybrid Agents for Image Restoration

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2503.10120.

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

pith.paper-citation-record.v1
2503.10120 v1

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 2026-08-21T06:32:19.484+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:31:48.906579Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T00:17:28.650128Z

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 327dec97-5ef8-4659-9630-d79868809e6c · inbound

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results cites this paper.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Hybrid Agents for Image Restoration

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:48.906579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4793bf02-0115-44c6-8524-773cc328fbc2 · inbound

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

4KAgent: Agentic Any Image to 4K Super-Resolution Hybrid Agents for Image Restoration

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-06T18:52:39.019497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d08815e9-88e6-4c8c-9ea3-0db4a392f022 · inbound

ClusIR: Towards Cluster-Guided All-in-One Image Restoration cites this paper.

ClusIR: Towards Cluster-Guided All-in-One Image Restoration Hybrid Agents for Image Restoration

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T17:01:27.688290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 993dcd87-464f-45a1-8cea-18980dfeeec3 · 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 Hybrid Agents for Image Restoration

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-16T20:58:31.900529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 326b20ee-fb92-4426-b940-3c0f53e85e3a · 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 Hybrid Agents for Image Restoration

Reference 25

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 39545a6b-7736-44e3-b712-860dd93c6fd3 · inbound

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

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

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:41:01.162147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 91452d29-8586-4f1e-9da1-97d0bae903c8 · inbound

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

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

Reference 15

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 5fa7c42f-957c-4759-a6b0-cc8a84452e19 · inbound

NTIRE 2026 Challenge on Short-form UGC Video Restoration in the Wild with Generative Models: Datasets, Methods and Results cites this paper.

NTIRE 2026 Challenge on Short-form UGC Video Restoration in the Wild with Generative Models: Datasets, Methods and Results Hybrid Agents for Image Restoration

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:31:03.197226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fa54ab9f-f1da-4025-85c5-efb268b96034 · 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 Hybrid Agents for Image Restoration

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-22T07:51:16.225797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d30cadc5-f328-4575-a2e3-952043a16592 · 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 Hybrid Agents for Image Restoration

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:24:57.068537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5a07ea78-9578-4da7-a90b-e5e63518388a · inbound

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

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

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:17:28.651544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2122e15c-9db4-4b75-bd8a-dc92d38c5ede · 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 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 2026-08-21T06:32:19.484+00:00.