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Paper Citation Record · LEDGER

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

As of 4 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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-06-29T18:01:03.016085Z digest=sha256:b157896f61fa74950c602d65e6754829b292f6f165874e2fa5fa89b7a13bf2e5

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=sha256:99ca2bec80fc8b2a9b5d771205eca810c72f4a487683b75b46321d7e5833ca11

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-06-29T18:01:03.016085Z digest=sha256:b4541dcb0ec74b50e08e3aaa8a14c9b213f333c12b5caa9ce6348d73179deafa

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=sha256:445a7e2d51f7832e40bc3e380bf28512df528251118bce4d72dcfc004bd7948b

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:b396700a5e1b7e01b56d2386d634d11383e86ccf91fba94a54827a270feceb7b

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:ff72dd1cd3951e98c564fb0eea18563635a1b5ca0e6dc99d8f152f9791c38ea2

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=sha256:19393d900ba015053f19c80da0ad717ba319434f559dc832f560bba767304dec

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=sha256:264d7024e690c9b0c4e0442140986a0db045456512c5f64d54c54a3f6d238034

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:bb854053799613c6ae052ba214c36d02a5e3e71207f600b7605969129fe3d8c1

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=sha256:522ef5221566732adffeb0a97eb2e4d7e492a7276f9524ddad967b165c7fc2f8

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=sha256:0a1762e042f676b81d6582fe3cc59f8bead5e43229707c611d4e3c96c54b0fe4

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=sha256:07aabaaadcad85300283d435ba04c8ace65abcaa0dace8a1e00e57acbc906155

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=sha256:8a3f8c0b8cae86398e2eb55849e0edc8d9c565fdf27bae416471d9580806c4c3

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=sha256:8ce04cffed9f51c8c2bb5cbc1a86b678cda6671f76da7c560319ed8f84b9071e

Pith citing papers

No inbound Pith citation observations are available.