Paper Citation Record · LEDGER

Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2312.02253.

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

pith.paper-citation-record.v1
2312.02253 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 2026-08-17T06:30:58.91139+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:10:42.262444Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 59e40426-d132-4a35-8c2f-2cf84c62b365 · inbound

Does Feasibility Matter? Understanding the Impact of Feasibility on Synthetic Training Data cites this paper.

Does Feasibility Matter? Understanding the Impact of Feasibility on Synthetic Training Data Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-15T21:10:42.262444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27172c52-211f-4524-91ff-fb07fb9170c5 · inbound

LoFT: LoRA-fused Training Dataset Generation with Few-shot Guidance cites this paper.

LoFT: LoRA-fused Training Dataset Generation with Few-shot Guidance Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-15T20:53:04.992833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb65893e-6a89-48b8-a666-8a0a35236027 · inbound

AI-Generated Lecture Slides for Improving Slide Element Detection and Retrieval cites this paper.

AI-Generated Lecture Slides for Improving Slide Element Detection and Retrieval Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T21:40:48.444685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59dfa8ab-967d-4eda-a942-7cf745f95948 · inbound

Stylistic Attribute Control in Latent Diffusion Models cites this paper.

Stylistic Attribute Control in Latent Diffusion Models Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-08T18:44:00.136514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.