Pith. sign in

Paper Citation Record · LEDGER

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding

As of 14 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2604.01388.

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

pith.paper-citation-record.v1
2604.01388 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T14:26:43.963945Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T09:11:24.423975Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T09:59:45.933006Z

Reference resolution

31 of 31 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved31
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation da58445d-eecf-4935-a065-fe0f86fb1c77 · outbound

This paper cites In: International Conf.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: International Conf

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:b52de865dec7f324cc42ea2024602c150354d5b01131c808159e853dcb47d0f5

Observation 0d7d0866-bcea-4831-8804-65cf45051247 · outbound

This paper cites RADSeg: Unleashing Parameter and Compute Efficient Zero-Shot Open-Vocabulary Segmentation Using Agglomerative Models.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding RADSeg: Unleashing Parameter and Compute Efficient Zero-Shot Open-Vocabulary Segmentation Using Agglomerative Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:bc578ccf92056de6293633c6b4770aa0e52d17b7b60459b6f01fc425c83870fd

Observation b9d36c9e-fde1-445b-8d43-7888811a93cb · outbound

This paper cites arXiv:2601.04754 (2026).

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding arXiv:2601.04754 (2026)

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:b13ab43a9462418f3cfbbe6d81c50ca8118bbef364e21f819c789bdbf3425a53

Observation ea720afb-8df5-4ec2-930f-1c175b063193 · outbound

This paper cites In: IEEE Conf.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: IEEE Conf

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:cd624d1df0691f3268384502d2b73056d0da8955e502b1ef71e2da7ec21a35ae

Observation 5ff7361c-d853-44ab-8f96-342b7826d582 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:1a00b878a4fd98d52900c89c8bcfd05613b2c6a309b1953abfd5897200bb2ab1

Observation a959017a-5be6-448b-9c19-b09c99cba19e · outbound

This paper cites IEEE Robotics and Automation Letters (2025).

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding IEEE Robotics and Automation Letters (2025)

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:699498fa28b99f34f44bf2ae694b2a101cd5480cf966f0133e3ec87a5bdbb5d6

Observation ce441ead-b289-441f-80de-82acbea472d5 · outbound

This paper cites Splat: Directlyreferring3Dgaussiansplattingviadirectlanguageembeddingregistration.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding Splat: Directlyreferring3Dgaussiansplattingviadirectlanguageembeddingregistration

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:52bc3e1536f290bcc267e97280bbe468ca66b65f3f7e38eb9e98092d26870af2

Observation a5df5588-d26a-4a84-a155-032bd81e71d2 · outbound

This paper cites ACM Trans.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding ACM Trans

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:a707958a78ceb2d7fd19dd88e61c76184b281935a556f9eec40fb73f8ca389a1

Observation 49291999-3682-4793-a6e1-a4584a5cd3cf · outbound

This paper cites In: Proc.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: Proc

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:ead84a1c7f600a24d05fc47efcd0326eb2d1746a7f3ea32d077240241c8ded79

Observation 64d12eb0-f63a-47f1-a1c6-895aa67b5389 · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:093efe65b3cd91f5212e10a22f002f9ef47590061bccde6d123405802301cd24

Observation f50f6d80-cf20-4028-9dec-f115c17350f4 · outbound

This paper cites In: IEEE Conf.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: IEEE Conf

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:466d21d9b679fc7ad084a7772acbe322e7e5efa701378029c5a5ebb93355adcd

Observation f68e1e48-c9b6-4a61-b225-a8afebec7299 · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS) (2025).

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: Advances in Neural Information Processing Systems (NeurIPS) (2025)

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:ab1f59080eaa83044a4a9a7989ed06a85fdd66098978f65db7b983c59871bf50

Observation 9d5c13da-83c0-4bab-a084-e65b602fc366 · outbound

This paper cites In: IEEE Conf.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: IEEE Conf

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:455432bec07c68af992e47faf9e4de0ad5a10cf8d7ec9c78b33a264ecd97d82a

Observation 7e43287f-ba91-4c1f-add9-33b41fdbf6ef · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence45, 3292–3310 (2021),�������������������������������� ������������������.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding IEEE Transactions on Pattern Analysis and Machine Intelligence45, 3292–3310 (2021),�������������������������������� ������������������

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:055b9eddfaf9a850f66a6bdaec1a1dedf6d0f8e547327d4134339b8597285183

Observation a3519194-6c20-4ccb-a16d-99f8c9cba200 · outbound

This paper cites Advances in Neural Information Processing Systems36, 53433–53456 (2023) Abbreviated paper title 9.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding Advances in Neural Information Processing Systems36, 53433–53456 (2023) Abbreviated paper title 9

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:8f1041caff82cd467181e1cb4f4c8478f54902418e7729804c4f50f4fc6a1d07

Observation cf518d68-5c69-4453-967d-197c82575d76 · outbound

This paper cites In: Proc.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: Proc

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:57f4eb53c6abf93c35ef24a6f155c1461c9bde7c8002cf4bbea7c7aca5bbef85

Observation 18fea0df-f5cf-4290-aca8-072b7fea6131 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding DINOv2: Learning Robust Visual Features without Supervision

Reference 17

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:89c96f6782c07bc71162622520fc5374e55b5ac48d63ca88a1c3d04355c50fc8

Observation c00f90cf-d478-4188-8ca0-6990f1801d3d · outbound

This paper cites In: Proc.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: Proc

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:8ec4c5f33e7952033e706e616407bc3e67f7a496b8c09231a46d59a2c200b5bc

Observation 80ede637-3c1d-464a-bfe5-9289f30e9245 · outbound

This paper cites In: IEEE Conf.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: IEEE Conf

Reference 19

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:e9eb74a280f84f718795d7f38648bb045f3b6ca11266f42c710c48396907ab36

Observation d1fc44be-89fa-445f-8102-02cc1285563f · outbound

This paper cites In: Proc.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: Proc

Reference 20

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:d5bce83528dccea136987d54638aa3fb66a1d8cbca354930a6739b5f912f17a7

Observation a6f117fb-b82e-4989-a727-2daf49e51daf · outbound

This paper cites In: International conference on machine learning.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: International conference on machine learning

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:a2f637d2b85dca620632175f0475848d2d296d2e50afebb62ef9cd58d4a10004

Observation 30b8b2d8-1b08-4d71-bdbc-73834adbd029 · outbound

This paper cites In: IEEE Conf.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: IEEE Conf

Reference 22

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:ba70aa807bec6cac3d1baaf51e60915862ad757ddff445c0ec3027d87e651519

Observation 135e2c87-85d4-4ff5-85ad-22e25b6d4fc9 · outbound

This paper cites ArXivabs/2511.16301(2025),������������ ��������������������������������������.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding ArXivabs/2511.16301(2025),������������ ��������������������������������������

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:a5952892d2f7bb966fdc8da6574c0bed7c24ff929a7da5a90d1988642c5de0e1

Observation 877ed66f-d9be-4229-bde3-4c6905dcfc3b · outbound

This paper cites In: IEEE Conf.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: IEEE Conf

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:0b98c03822c396d19960cd985ac8fb8f2a5d2d8259d48d2de84b4b19882988e1

Observation e5731aec-aff6-493e-ba2b-f7df088cd885 · outbound

This paper cites In: IEEE Conf.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: IEEE Conf

Reference 25

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:5602814d6b4f8ff70b80586dde18af21a4e8e1f4993c6f96b4d81dd296b70d00

Observation 8689e2ad-28ef-4ce0-8442-2bd43ff7e291 · outbound

This paper cites arXiv preprint arXiv:2501.03932 (2025).

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding arXiv preprint arXiv:2501.03932 (2025)

Reference 26

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:08d140631866ae56b894bfca6d31e4d6f98ea6c6ff270421b14f5031f310be96

Observation 5c940556-a0c0-47fb-b6f0-e173ef0c9bef · outbound

This paper cites In: International Conf.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: International Conf

Reference 27

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:409c6d59e5bb8246556e018e84c40da4ad16fe28d81f87d0038be739df873bc6

Observation 276eb924-2398-43e1-9052-64c148a18f8d · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS) (2024).

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: Advances in Neural Information Processing Systems (NeurIPS) (2024)

Reference 28

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:8b6eaab6af2a9dae8231286788317f08746979c28e0cbe9fb7cfa9770c6a7ddc

Observation 86617ca2-2112-404f-b114-421a3d56789f · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS) (2022).

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding In: Advances in Neural Information Processing Systems (NeurIPS) (2022)

Reference 29

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:fa5d888f640be5a896caa1cd6b08ed64c8e67deddc088490871b30c4b9926f84

Observation d550e8f5-7cda-425e-9b7c-271c79c95259 · outbound

This paper cites Wang et al.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding Wang et al

Reference 30

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:123a59e2a2d82de6048d12200e223e2da95594cf956427d35bdf3b08e3c3165c

Observation 5d33eac9-e9ba-4fc6-8894-b21df512e96c · outbound

This paper cites an unresolved cited work.

LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-07-13T14:26:43.963945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:26:43.963945Z digest=sha256:fc2a33a31df7bed18993d1700874a87096b1e31c129d6c2b5d90106378125736

Pith citing papers

Observation f009c65b-50ba-4cd1-8923-836aa89eb22a · inbound

DrivingVoxels: Compositional Sparse Voxel Rasterization for Dynamic Driving Scene Reconstruction cites this paper.

DrivingVoxels: Compositional Sparse Voxel Rasterization for Dynamic Driving Scene Reconstruction LESV: Language Embedded Sparse Voxel Fusion for Open-Vocabulary 3D Scene Understanding

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-07-10T02:19:35.684810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-26T09:11:24.423975Z digest=sha256:b627ca8e700bb9e309fbf694c54dc5fdb9d82be1d2ffa1b2b18f2e5f3c3301ca