Paper Citation Record · LEDGER

PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents

As of 18 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 5 inbound Pith citation observations for arXiv:2505.23130.

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

pith.paper-citation-record.v1
2505.23130 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:56:20.479572Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T20:38:24.354000Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T20:37:22.750225Z

Reference resolution

10 of 10 outbound references displayed

verified exact0
verified fuzzy3
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d4fa43f4-041a-482f-a5b8-b842293cd889 · outbound

This paper cites The Llama 3 Herd of Models.

PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents The Llama 3 Herd of Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:56:19.766981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e9c2ba9-49d4-4841-914d-e20a799d35eb · outbound

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

PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents InProceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:56:21.366457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4bcec248-4ee1-4410-a6c2-bf57869501b9 · outbound

This paper cites Gorilla: Large Language Model Connected with Massive APIs.

PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents Gorilla: Large Language Model Connected with Massive APIs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:56:20.180083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 697045c5-bd81-4d2a-815f-002ffbc120b8 · outbound

This paper cites Advances in Neural Information Processing Systems36 (2024).

PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents Advances in Neural Information Processing Systems36 (2024)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:56:21.056887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 93d8136b-8d8d-46c0-8dfc-81a461b69ab7 · outbound

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

PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents LLaMA: Open and Efficient Foundation Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:56:20.479572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6af02cc-8634-437f-b53c-b2cfcd447fbe · outbound

This paper cites Yuda Song, Hui Qian, and Xin Du.

PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents Yuda Song, Hui Qian, and Xin Du

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:56:20.886318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 58ed7489-a0e5-47e5-95f4-83fdc04a5141 · outbound

This paper cites AutoAgents: A Framework for Automatic Agent Generation.

PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents AutoAgents: A Framework for Automatic Agent Generation

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T12:56:19.637188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42156073-5b50-4f37-a9db-fe5b715c93d2 · outbound

This paper cites Flexible Piecewise Curves Estimation for Photo Enhancement.

PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents Flexible Piecewise Curves Estimation for Photo Enhancement

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T12:56:19.884228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09a2c6b6-a773-47ed-a7de-bc693cfc080b · outbound

This paper cites OctoPack: Instruction Tuning Code Large Language Models.

PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents OctoPack: Instruction Tuning Code Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T12:56:20.081643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb02973a-927a-438b-b9fa-95ab4d0027e1 · outbound

This paper cites DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts.

PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts

Reference 2024

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T12:56:20.731906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 40b90d74-b4a5-4d47-a18d-6ce483ce7018 · inbound

PhotoAgent: Exploratory Visual Aesthetic Planning with Large Vision Models cites this paper.

PhotoAgent: Exploratory Visual Aesthetic Planning with Large Vision Models PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T20:38:24.354000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3caadd1-c743-4a02-ac31-01b11d57112f · inbound

LumiVideo: An Intelligent Agentic System for Video Color Grading cites this paper.

LumiVideo: An Intelligent Agentic System for Video Color Grading PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-13T21:38:18.752629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4fc02e77-691e-4435-8b70-c876855a03b9 · inbound

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing cites this paper.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:16:03.693345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d0d838f0-03ec-4a95-9afc-cd829d7674f4 · inbound

IEA: Amateur-Friendly Conversational Image Editing Agent via Three Stages of Multitask Alignment cites this paper.

IEA: Amateur-Friendly Conversational Image Editing Agent via Three Stages of Multitask Alignment PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-02T20:37:22.751704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 26d42d83-6d93-404c-a81e-263ce44c7f93 · inbound

JarvisHub: An Open Harness for Canvas-Native Multimodal Creative Agents cites this paper.

JarvisHub: An Open Harness for Canvas-Native Multimodal Creative Agents PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-30T18:11:56.188903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.