Pith. sign in

Paper Citation Record · LEDGER

Open-Vocabulary SAM3D: Towards Training-free Open-Vocabulary 3D Scene Understanding

As of 24 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2405.15580.

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

pith.paper-citation-record.v1
2405.15580 v3

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 2026-08-23T06:30:58.430688+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T00:03:36.667036Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T13:46:58.810100Z

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 1e9d6324-4dd9-4431-8c48-8c09de6481de · inbound

SAD-GS: Learning Reliable 3D Semantic Gaussian Fields via Dynamic Geo-Semantic Anchoring cites this paper.

SAD-GS: Learning Reliable 3D Semantic Gaussian Fields via Dynamic Geo-Semantic Anchoring Open-Vocabulary SAM3D: Towards Training-free Open-Vocabulary 3D Scene Understanding

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-06-30T07:14:21.395628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-30T07:09:32.077080Z digest=sha256:18a88c0a00f083a8695c5a076bb73f364f7d6f933808bc1c5c7d907449f71f7e

Observation ae5033bd-8e04-44b0-bf74-ca04c4c29365 · inbound

Privacy-Preserving Depth-Only Open-Vocabulary 3D Semantic Segmentation Via Uncertainty-Guided Test-Time Optimization cites this paper.

Privacy-Preserving Depth-Only Open-Vocabulary 3D Semantic Segmentation Via Uncertainty-Guided Test-Time Optimization Open-Vocabulary SAM3D: Towards Training-free Open-Vocabulary 3D Scene Understanding

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-07-02T13:46:58.811609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-07-02T13:38:39.744509Z digest=sha256:c5cac996b77898c2e724c9ff9b5dc1f59cdc1f9f399b58d67fab62b94e95424b

Observation 4762f31e-1e71-4b31-929e-5e7a3be6b141 · inbound

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark cites this paper.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark Open-Vocabulary SAM3D: Towards Training-free Open-Vocabulary 3D Scene Understanding

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-02T00:03:36.667036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T00:03:36.667036Z digest=sha256:8d83417375114e7295531606c2d6f8f4852e9c0967c3f0c7020ab84e3e7fd628