Paper Citation Record · LEDGER

A Review on Generative AI For Text-To-Image and Image-To-Image Generation and Implications To Scientific Images

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2502.21151.

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

pith.paper-citation-record.v1
2502.21151 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:09:55.701983Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T07:54:02.764482Z

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 32cc146b-7823-45d1-b88f-bcd29810b6c9 · inbound

Ascribe New Dimensions to Scientific Data Visualization with VR cites this paper.

Ascribe New Dimensions to Scientific Data Visualization with VR A Review on Generative AI For Text-To-Image and Image-To-Image Generation and Implications To Scientific Images

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T12:09:55.701983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 559ca50c-25f1-4def-a850-07a62b32f943 · inbound

Generative AI as a Pillar for Predicting 2D and 3D Wildfire Spread: Beyond Physics-Based Models and Traditional Deep Learning cites this paper.

Generative AI as a Pillar for Predicting 2D and 3D Wildfire Spread: Beyond Physics-Based Models and Traditional Deep Learning A Review on Generative AI For Text-To-Image and Image-To-Image Generation and Implications To Scientific Images

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:39.291395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29d1ca74-5c61-46c2-bd55-ebbba5c9cf13 · inbound

FaSTA$^*$: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing cites this paper.

FaSTA$^*$: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing A Review on Generative AI For Text-To-Image and Image-To-Image Generation and Implications To Scientific Images

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T08:17:10.796908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fa7ccaab-db49-47d0-8ce7-46305e917230 · inbound

Exposing Blindspots: Cultural Bias Evaluation in Generative Image Models cites this paper.

Exposing Blindspots: Cultural Bias Evaluation in Generative Image Models A Review on Generative AI For Text-To-Image and Image-To-Image Generation and Implications To Scientific Images

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T08:37:07.590141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a98e03e2-6139-416f-b3af-83a641e1db80 · inbound

The critical slowing down in diffusion models cites this paper.

The critical slowing down in diffusion models A Review on Generative AI For Text-To-Image and Image-To-Image Generation and Implications To Scientific Images

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:39:29.019802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a2f57ad0-70ca-4ae9-8aa9-5ad111e7a69d · inbound

The critical slowing down in diffusion models cites this paper.

The critical slowing down in diffusion models A Review on Generative AI For Text-To-Image and Image-To-Image Generation and Implications To Scientific Images

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:54:02.766091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.