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Paper Citation Record · LEDGER

Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.13928.

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

pith.paper-citation-record.v1
2502.13928 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:49:58.347227Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T10:25:41.337164Z

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 a468aabe-332f-48ae-8a4e-3e7f1eb8c58e · inbound

A Stereotype Content Analysis on Color-related Social Bias in Large Vision Language Models cites this paper.

A Stereotype Content Analysis on Color-related Social Bias in Large Vision Language Models Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T13:49:58.347227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:49:58.347227Z digest=sha256:05c3da7a9f69349e237eda212cd2ed0c46c1dacba289286b616de2cb5df08840

Observation d2a71af7-c1c0-4096-93c8-44a39d3817f5 · inbound

Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs cites this paper.

Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:08.332101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:08.332101Z digest=sha256:a07f12cab5d6a466b628b8b6d328b8923554428170d4ed903cf018b07a9495b1

Observation 5ad94d4e-00c0-470e-9347-01742b773453 · inbound

No Place to Hide: Benchmarking Video Hallucination with Background-Controlled Pairs cites this paper.

No Place to Hide: Benchmarking Video Hallucination with Background-Controlled Pairs Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images

Reference 75

Resolution
verified exact
arxiv_id, observed 2026-07-01T10:25:41.338475Z

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.

source=pdf_text observed=2026-07-01T05:35:08.200219Z digest=sha256:72e0fa9a87e3b0144b90611565cac328213470be4ea5589220f07994ffc784d1