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Paper Citation Record · LEDGER

FrozenSeg: Harmonizing Frozen Foundation Models for Open-Vocabulary Segmentation

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2409.03525.

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

pith.paper-citation-record.v1
2409.03525 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T10:02:13.114862Z

measured 0 of 1 external citation measurements

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

Source: cited_works

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 b6593897-69d2-4391-a537-c2442706bcc5 · inbound

SAM-MI: A Mask-Injected Framework for Enhancing Open-Vocabulary Semantic Segmentation with SAM cites this paper.

SAM-MI: A Mask-Injected Framework for Enhancing Open-Vocabulary Semantic Segmentation with SAM FrozenSeg: Harmonizing Frozen Foundation Models for Open-Vocabulary Segmentation

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-03T20:27:24.703480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:27:24.703480Z digest=sha256:f72e8614daeac8952d8b72d68ba236631a9fc4bb766410dba85c4e972427432b

Observation b7d03c01-de8e-4187-9a76-1fc42cc6d190 · inbound

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass cites this paper.

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass FrozenSeg: Harmonizing Frozen Foundation Models for Open-Vocabulary Segmentation

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-04T10:02:13.114862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T10:02:13.114862Z digest=sha256:9e4e65d07fafbe3d697b9841c0205d772214cf1573fd800f10597195d29fc26f