Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Improving Fine-grained Visual Understanding in VLMs through Text-Only Training
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2412.12940.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-03T21:20:00.041277Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T21:28:58.415452Z
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 f4f61ac8-4882-48ed-8eae-3bf6c8df07b5 · inbound
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm cites this paper.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm Improving Fine-grained Visual Understanding in VLMs through Text-Only Training
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T13:51:05.108698Z
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 4591128f-01c6-41d4-91b5-7adcbe14be72 · inbound
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm cites this paper.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm Improving Fine-grained Visual Understanding in VLMs through Text-Only Training
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T10:36:25.017520Z
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 8786e51c-aef8-47c0-9dcb-f02a802a4832 · inbound
ESC: Emotional Self-Correction for Reliable Vision-Language Models cites this paper.
ESC: Emotional Self-Correction for Reliable Vision-Language Models Improving Fine-grained Visual Understanding in VLMs through Text-Only Training
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T21:28:58.416837Z
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.