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Paper Citation Record · LEDGER

DV-SFT: Direct Vision Supervision for Fine-Grained Visual Understanding

As of 9 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2605.26656.

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

pith.paper-citation-record.v1
2605.26656 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T18:01:03.016085Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

14 of 14 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 59362938-1ba5-4115-af2a-e335b13fbac2 · outbound

This paper cites Mitigating Hallucination in Visual Language Models with Visual Supervision.

DV-SFT: Direct Vision Supervision for Fine-Grained Visual Understanding Mitigating Hallucination in Visual Language Models with Visual Supervision

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T18:03:47.936721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-29T18:01:03.016085Z digest=sha256:e929bbab0d3dd1037dc64112a8652d4ebcd31b3d816d8ace1c589cd29548cee8

Observation f302ee09-aaa1-4e8e-9707-15a512546b78 · outbound

This paper cites InEMNLP, pages 1797–1807.

DV-SFT: Direct Vision Supervision for Fine-Grained Visual Understanding InEMNLP, pages 1797–1807

Reference 2

Resolution
unresolved
no resolver link, observed 2026-06-29T18:01:03.016085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T18:01:03.016085Z digest=sha256:dc922fb2b90d5387b2e1d7ad2931ba73a5485d885d05110213be73a9e85df5ce

Observation 61aebaa1-2c17-45ca-a392-0997b9679ab5 · outbound

This paper cites arXiv preprint arXiv:2506.09040 , year=.

DV-SFT: Direct Vision Supervision for Fine-Grained Visual Understanding arXiv preprint arXiv:2506.09040 , year=

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T18:03:47.939650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-29T18:01:03.016085Z digest=sha256:dd32f97049a73318cf9113b0163259f0b61018b99bd054b77756b56c28393970

Observation feb1fe96-4db3-4d3f-9c73-540b1040856c · outbound

This paper cites an unresolved cited work.

DV-SFT: Direct Vision Supervision for Fine-Grained Visual Understanding Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-06-29T18:01:03.016085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T18:01:03.016085Z digest=sha256:8589360023a8d3bdda7995adfea80a2de1c79e03836b74501046c494f967e4ac

Observation f050f6cb-4602-4743-9c27-45b574413dda · outbound

This paper cites an unresolved cited work.

DV-SFT: Direct Vision Supervision for Fine-Grained Visual Understanding Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-06-29T18:01:03.016085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T18:01:03.016085Z digest=sha256:e4236d5446d01dac052244db5a24dc29c1dfad173af228c555f53be417af37ca

Observation 54afa59d-76b2-4eda-989b-a239409e58b0 · outbound

This paper cites an unresolved cited work.

DV-SFT: Direct Vision Supervision for Fine-Grained Visual Understanding Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-06-29T18:01:03.016085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T18:01:03.016085Z digest=sha256:33d83f6d784e11dc8da28f5deaeb9a07274ed4572ddac20ac024d0c2083b4fd5

Observation 43c8b62f-5d89-43a1-9dad-ad9c9e1aece0 · outbound

This paper cites an unresolved cited work.

DV-SFT: Direct Vision Supervision for Fine-Grained Visual Understanding Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-06-29T18:01:03.016085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T18:01:03.016085Z digest=sha256:fffcf9f4f9cc0cf6a995dba1191aceda4dd9663070c53d44ee14c60ed7b358ff

Observation 86a9e2a5-7812-4f31-a2c6-ef2804786285 · outbound

This paper cites an unresolved cited work.

DV-SFT: Direct Vision Supervision for Fine-Grained Visual Understanding Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-06-29T18:01:03.016085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T18:01:03.016085Z digest=sha256:fcd491bc1bdb37ddadcc91bc09cc1882e2cae04bde86da8111b4e93d0bd32c38

Observation 41dc6ab8-7f0d-4f44-a746-7be7c9216f2f · outbound

This paper cites an unresolved cited work.

DV-SFT: Direct Vision Supervision for Fine-Grained Visual Understanding Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-06-29T18:01:03.016085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T18:01:03.016085Z digest=sha256:1c3b560db6ca356395e874233d0643cbfda1f5aea4daa204289519855371fd2e

Observation 04526457-c4e6-4f1d-933b-6c2d36cd6270 · outbound

This paper cites an unresolved cited work.

DV-SFT: Direct Vision Supervision for Fine-Grained Visual Understanding Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-06-29T18:01:03.016085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T18:01:03.016085Z digest=sha256:79564e10973e025383793054d2b8ec77f8f491460a16e37e20dda20deb1a88c9

Observation f849ecc1-9a36-4d00-b7a7-ef841ef5c68e · outbound

This paper cites an unresolved cited work.

DV-SFT: Direct Vision Supervision for Fine-Grained Visual Understanding Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-06-29T18:01:03.016085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T18:01:03.016085Z digest=sha256:b1a71fa1f31343d6bd1ac5d709da20127803179769fedc0426b928cc9baa0d50

Observation 70349330-db5f-4bb8-ace7-d03cf0106227 · outbound

This paper cites an unresolved cited work.

DV-SFT: Direct Vision Supervision for Fine-Grained Visual Understanding Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-06-29T18:01:03.016085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T18:01:03.016085Z digest=sha256:b0d508515c3167a4db9d548c24be085baa0f7842c4dfbdc4941d58b832c28b0a

Observation b543395b-1b1d-450b-b2e3-b1d4cfd38c5c · outbound

This paper cites Instructions Figure 7: Format-control instructions.

DV-SFT: Direct Vision Supervision for Fine-Grained Visual Understanding Instructions Figure 7: Format-control instructions

Reference 13

Resolution
unresolved
no resolver link, observed 2026-06-29T18:01:03.016085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T18:01:03.016085Z digest=sha256:e0f14b6bfb1072a91e676c7df86e1b1da90ebdeadf1a3700a8af6e73f479b74b

Observation 313d54ee-7f02-44ea-97c5-e667e8fdd8df · outbound

This paper cites an unresolved cited work.

DV-SFT: Direct Vision Supervision for Fine-Grained Visual Understanding Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-06-29T18:01:03.016085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T18:01:03.016085Z digest=sha256:39d9566d9ada9d0df82a59b1f9889610aae85e43b707ea44698b99fc36096fba

Pith citing papers

No inbound Pith citation observations are available.