Paper Citation Record · LEDGER

Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2310.08541.

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

pith.paper-citation-record.v1
2310.08541 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:40:12.565375Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T23:26:22.455997Z

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 e67b9949-c7f6-4feb-aa0c-0f818da0e6db · inbound

ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs cites this paper.

ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:12.565375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfc5b00b-ddbb-4451-98c8-f9578a74acd1 · inbound

Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents cites this paper.

Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T20:19:13.763056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c767f1e-8951-4c90-ae7e-b25b22f87a94 · inbound

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

OctoT2I: A Self-Evolving Agentic Text-to-Image Router Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:26:22.458141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0f0591e6-38b2-4b0a-8b80-70f60dc6d1a1 · inbound

ToolArtist: Tool-Using Unified Multimodal Models for Agentic Image Generation cites this paper.

ToolArtist: Tool-Using Unified Multimodal Models for Agentic Image Generation Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T00:15:39.031010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.