Paper Citation Record · LEDGER

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap

As of 23 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2504.12442.

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

pith.paper-citation-record.v1
2504.12442 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:35:25.969336Z

measured 26 of 26 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 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

26 of 26 outbound references displayed

verified exact0
verified fuzzy14
unresolved11
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 335216e0-a089-416c-b7ad-f5ead878594d · outbound

This paper cites Joint 2D-3D-Semantic Data for Indoor Scene Understanding.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Joint 2D-3D-Semantic Data for Indoor Scene Understanding

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:25.888462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a719eaa-c808-405c-843a-7498a97f7664 · outbound

This paper cites Behley, M.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Behley, M

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:26.222860Z

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.

Observation 92b16011-7d45-4b7d-98d5-afc45b511e12 · outbound

This paper cites an unresolved cited work.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:26.214471Z

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.

Observation 8b28071a-c62e-49aa-b510-4ca4171883b6 · outbound

This paper cites Boulch, G.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Boulch, G

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:26.205942Z

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.

Observation 8706680c-cc8c-4a14-ba65-0c7b96510016 · outbound

This paper cites an unresolved cited work.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:26.197195Z

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.

Observation 4637523d-4c2c-48a8-a701-a9f24d4bac52 · outbound

This paper cites Cheraghian, S.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Cheraghian, S

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:26.188704Z

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.

Observation 958f00e0-85b6-469a-89bf-52b6aca8dee2 · outbound

This paper cites an unresolved cited work.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:26.180096Z

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.

Observation 41e5ac73-88ab-4d9c-be92-f20b1d30df7d · outbound

This paper cites Frome, G.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Frome, G

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:26.171323Z

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.

Observation 79617834-b280-4d7f-8bb1-747a31038cb6 · outbound

This paper cites an unresolved cited work.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:26.163203Z

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.

Observation c2a98444-0f0c-4e07-aff3-ffa6fd4e27c5 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Adam: A Method for Stochastic Optimization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:25.919703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 857a41f2-c2cb-409f-a0de-2692cfbf60f6 · outbound

This paper cites an unresolved cited work.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:26.154739Z

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.

Observation 5f69df46-dac1-4848-9e4c-4a2c9aebbc79 · outbound

This paper cites an unresolved cited work.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:26.146738Z

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.

Observation 1eba72ec-0e39-4931-a1ae-a78aae421cc2 · outbound

This paper cites Michele, A.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Michele, A

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:26.137966Z

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.

Observation aff10c50-16dd-4ff6-9735-37f2126cbff6 · outbound

This paper cites Mikolov, I.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Mikolov, I

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:26.129427Z

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.

Observation e7bd527a-3aee-4d24-9a5c-9861aa1e1a5c · outbound

This paper cites an unresolved cited work.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:26.120125Z

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.

Observation f631d1a4-23ba-4be2-8469-34cd2cacf334 · outbound

This paper cites Pennington, R.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Pennington, R

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:26.110365Z

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.

Observation 1cc0fb0a-ce8f-45f6-b2e0-db00c3bdb6cc · outbound

This paper cites Radford, J.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Radford, J

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:26.101421Z

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.

Observation 0c59b871-3033-40d2-8743-36c6dd05f275 · outbound

This paper cites Thomas, C.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Thomas, C

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:26.092672Z

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.

Observation 11d5b53e-f0a3-4f22-8036-a6faa29ac65d · outbound

This paper cites an unresolved cited work.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:26.083511Z

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.

Observation 29b2fb38-31ba-4c93-95ae-1ff8fe314916 · outbound

This paper cites an unresolved cited work.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:26.074882Z

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.

Observation e5273611-6af9-4aa1-81b7-167de94c838c · outbound

This paper cites As shown in Tab.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap As shown in Tab

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:26.065793Z

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.

Observation 5f771403-3068-4249-8f96-37d4bc590f5e · outbound

This paper cites As shown in the second row of Tab.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap As shown in the second row of Tab

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:26.055704Z

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.

Observation afa8da39-9156-4664-8fa0-461211337733 · outbound

This paper cites As indicated in the third row of Tab.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap As indicated in the third row of Tab

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:26.046403Z

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.

Observation 7ba2718e-e3f2-48ed-9b55-626d0e0e84bb · outbound

This paper cites beam” and “wall.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap beam” and “wall

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:26.036715Z

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.

Observation a78e747d-00bc-41af-bd31-d04e82ebbdf3 · outbound

This paper cites As shown in Tab.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap As shown in Tab

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:26.026634Z

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.

Observation 12fd7e6d-ad01-4e4b-b1df-75e7f70b251a · outbound

This paper cites As shown in Tab.

3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap As shown in Tab

Reference 26

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T12:35:26.016954Z

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.

Pith citing papers

No inbound Pith citation observations are available.