Paper Citation Record · LEDGER

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians

As of 18 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2607.28300.

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

pith.paper-citation-record.v1
2607.28300 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T11:52:54.888524Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

35 of 35 outbound references displayed

verified exact3
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3601680d-d5a8-4db7-94ca-610da97fa3af · outbound

This paper cites Perception Encoder: The best visual embeddings are not at the output of the network.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Perception Encoder: The best visual embeddings are not at the output of the network

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.523837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea1ea38a-59e3-45be-8234-15b3ee6cd8ee · outbound

This paper cites Emerging properties in self-supervised vision transformers.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Emerging properties in self-supervised vision transformers

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.533762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 802dae6c-4474-4d93-95a3-df3bc645fbb2 · outbound

This paper cites Slgaussian: Fast language gaussian splatting in sparse views.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Slgaussian: Fast language gaussian splatting in sparse views

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.549390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90b2fd38-9123-4d61-b16f-2b6d85f96b9b · outbound

This paper cites Colorimetry – part 4: CIE 1976 Lab* colour space.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Colorimetry – part 4: CIE 1976 L*a*b* colour space

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.556871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af8df708-67b2-4003-b077-92ba7b27ac76 · outbound

This paper cites an unresolved cited work.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.569361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e36db14a-efc1-434e-9cde-78259904337a · outbound

This paper cites Uniform colour spaces based on the din99 colour-difference formula.Color Research & Application, 27(4): 282–290, 2002.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Uniform colour spaces based on the din99 colour-difference formula.Color Research & Application, 27(4): 282–290, 2002

Reference 6

Resolution: verified exact; doi, observed 2026-07-31T11:56:19.637659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3684a362-5403-402c-8af5-3451e6af0256 · outbound

This paper cites an unresolved cited work.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.599478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a0bb5f0-3b3d-425c-8d41-705e9f095f10 · outbound

This paper cites Image quality metrics: PSNR vs.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Image quality metrics: PSNR vs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.615212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ae2fa7f-f7f3-467f-bf42-1882c7587a75 · outbound

This paper cites ARKitSceneRefer: Text- based localization of small objects in diverse real-world 3d indoor scenes.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians ARKitSceneRefer: Text- based localization of small objects in diverse real-world 3d indoor scenes

Reference 9

Resolution: verified exact; doi, observed 2026-07-31T11:56:19.294360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5cc95daf-ab99-4843-904e-feffe724b077 · outbound

This paper cites Splatam: Splat, track & map 3d gaussians for dense rgb-d slam.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Splatam: Splat, track & map 3d gaussians for dense rgb-d slam

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.634354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3759692-4a19-4ac2-9845-67ff1416de91 · outbound

This paper cites 3d gaussian splatting for real-time radiance field rendering.ACM Transactions on Graphics, 42(4), 2023.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians 3d gaussian splatting for real-time radiance field rendering.ACM Transactions on Graphics, 42(4), 2023

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.646469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42081c9f-74ca-4600-8b2c-e832670ddecb · outbound

This paper cites Lerf: Language embedded radiance fields.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Lerf: Language embedded radiance fields

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.658178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43c320c0-b1d0-48c6-8924-6d63cce642ae · outbound

This paper cites Berg, Wan-Yen Lo, Piotr Dollár, and Ross Girshick.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Berg, Wan-Yen Lo, Piotr Dollár, and Ross Girshick

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.666948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 911933c2-6250-4333-abed-8b67284339e2 · outbound

This paper cites Weinberger, Serge Belongie, Vladlen Koltun, and René Ranftl.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Weinberger, Serge Belongie, Vladlen Koltun, and René Ranftl

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.677588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 804c7c6f-80a5-417e-b39d-fa25065f0729 · outbound

This paper cites Brill, and Michael R.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Brill, and Michael R

Reference 15

Resolution: malformed identifier; doi_truncated, observed 2026-07-31T11:56:19.022745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 554f0363-4037-4ac2-813e-7e7425c19884 · outbound

This paper cites Langsurf: Language-embedded surface gaussians for 3d scene understanding.arXiv preprint arXiv:2412.17635, 2024.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Langsurf: Language-embedded surface gaussians for 3d scene understanding.arXiv preprint arXiv:2412.17635, 2024

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.707592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7548261a-fefc-4a34-b388-347d1f2f136b · outbound

This paper cites Langsplatv2: High-dimensional 3D language Gaussian splatting with 450+ FPS.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Langsplatv2: High-dimensional 3D language Gaussian splatting with 450+ FPS

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.721907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 362d8c94-9e9e-4364-a0ce-8ea1bc3ba529 · outbound

This paper cites 4D langsplat: 4D language Gaussian splatting via multimodal large language models.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians 4D langsplat: 4D language Gaussian splatting via multimodal large language models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.728145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec058c50-241a-4a10-9302-be1a64b589dd · outbound

This paper cites Oswald, and Danda Pani Paudel.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Oswald, and Danda Pani Paudel

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.737219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98394391-e460-486e-9477-6ecbf80e420f · outbound

This paper cites Open-vocabulary semantic segmentation with mask-adapted clip.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Open-vocabulary semantic segmentation with mask-adapted clip

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.743732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4e6c64a-9c54-4fb3-8f61-5ed923dc4a8e · outbound

This paper cites The development of the cie 2000 colour- difference formula: Ciede2000.Color Research & Application, 26(5):340–350, 2001.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians The development of the cie 2000 colour- difference formula: Ciede2000.Color Research & Application, 26(5):340–350, 2001

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.753795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4236949-8b52-447d-adeb-f4a44d82a663 · outbound

This paper cites an unresolved cited work.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.762317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94d41e3a-6eff-4af7-950e-e4065018fc1b · outbound

This paper cites McDonald and K.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians McDonald and K

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.781253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b6f774b-63e8-45bd-bb49-1a8d1f0bb255 · outbound

This paper cites Srinivasan, Matthew Tancik, Jonathan T.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Srinivasan, Matthew Tancik, Jonathan T

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.788197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 627df4c6-1f2e-4b3a-a78d-b4a8292580ae · outbound

This paper cites Learning transferable visual models from natural language supervision.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Learning transferable visual models from natural language supervision

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.797895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abd37ab5-0a4b-4a23-af75-8c6a16074119 · outbound

This paper cites The Replica Dataset: A Digital Replica of Indoor Spaces.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians The Replica Dataset: A Digital Replica of Indoor Spaces

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.805190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd366322-d9ee-4354-8979-7d12fd718a8a · outbound

This paper cites Slag: Scalable language-augmented gaussian splatting.IEEE Robotics and Automation Letters, 2025.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Slag: Scalable language-augmented gaussian splatting.IEEE Robotics and Automation Letters, 2025

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.813486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 393b6fed-117b-4f6a-890b-0e2d0e53871d · outbound

This paper cites Human–robot collaborative visual inspection with large language models.Robotics and Computer-Integrated Manufacturing, 98:103154, 2026.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Human–robot collaborative visual inspection with large language models.Robotics and Computer-Integrated Manufacturing, 98:103154, 2026

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.825350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bed8a102-1128-44ac-ae73-ec5a1c252e48 · outbound

This paper cites Bovik, Hamid R.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Bovik, Hamid R

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.834554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5c1d001-14db-425c-976b-f44fcbb1f8f3 · outbound

This paper cites Hierarchical open-vocabulary 3d scene graphs for language-grounded robot navigation.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Hierarchical open-vocabulary 3d scene graphs for language-grounded robot navigation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.844206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f167f423-af2a-4feb-9ab4-fc2c32f29ab7 · outbound

This paper cites Opengaussian: Towards point- level 3D Gaussian-based open vocabulary understanding.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Opengaussian: Towards point- level 3D Gaussian-based open vocabulary understanding

Reference 31

Resolution: verified exact; doi, observed 2026-07-31T11:56:18.737568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c81cd910-1a30-4c4f-9866-64f2b761399d · outbound

This paper cites Osprey: Pixel understanding with visual instruction tuning.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Osprey: Pixel understanding with visual instruction tuning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.862128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a615c35-268e-495e-81cb-8345f964fc1b · outbound

This paper cites Efros, Eli Shechtman, and Oliver Wang.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Efros, Eli Shechtman, and Oliver Wang

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.868756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03a7b9f4-06e8-4454-af61-9871e1b24fd0 · outbound

This paper cites HI-SLAM2: Geometry-aware gaussian SLAM for fast monocular scene reconstruction.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians HI-SLAM2: Geometry-aware gaussian SLAM for fast monocular scene reconstruction

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.878624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a627d996-1454-4081-87e8-bd3235d91634 · outbound

This paper cites Objectgs: Object-aware scene reconstruction and scene understanding via Gaussian splatting.

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians Objectgs: Object-aware scene reconstruction and scene understanding via Gaussian splatting

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T11:52:54.888524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.