Paper Citation Record · LEDGER

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention

As of 5 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2605.06088.

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

pith.paper-citation-record.v1
2605.06088 v3

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-25T06:11:35.559075Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

36 of 36 outbound references displayed

verified exact7
verified fuzzy28
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 91b98f68-38ef-4534-8ee8-ab51028b8912 · outbound

This paper cites Drivedreamer: Towards real-world-drive world models for autonomous driving.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Drivedreamer: Towards real-world-drive world models for autonomous driving

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.207918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7a90fa17-8955-46a3-b363-2d64366d4486 · outbound

This paper cites Driving into the future: Multiview visual forecasting and planning with world model for autonomous driving.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Driving into the future: Multiview visual forecasting and planning with world model for autonomous driving

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.162630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 915d7fe4-7f4a-4111-ada4-cfec8cea7958 · outbound

This paper cites Openemma: Open-source multimodal model for end-to-end autonomous driving.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Openemma: Open-source multimodal model for end-to-end autonomous driving

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.159510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0fb6046f-8b8b-44c5-b06c-a765eaee01ad · outbound

This paper cites Vision-and-language navigation: Interpreting visually-grounded navigation instructions in real environments.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Vision-and-language navigation: Interpreting visually-grounded navigation instructions in real environments

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.175120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 33015f10-cb70-4c9b-a2a7-7ed3142892ac · outbound

This paper cites Magma: A foundation model for multimodal ai agents.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Magma: A foundation model for multimodal ai agents

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.196589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a398b44b-ddbd-4688-bfb2-f250136cb507 · outbound

This paper cites A comprehensive survey of scene graphs: Generation and application.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(1):1–26.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention A comprehensive survey of scene graphs: Generation and application.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(1):1–26

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.190668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0d32d976-0945-43a8-8d88-6c2f5fd5f0e9 · outbound

This paper cites Foundations of spatial perception for robotics: Hierarchical representations and real-time systems.The International Journal of Robotics Research, 43(10):1457–1505.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Foundations of spatial perception for robotics: Hierarchical representations and real-time systems.The International Journal of Robotics Research, 43(10):1457–1505

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.178245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4c6cb429-9a01-49c5-9e33-c6dcb083e9eb · outbound

This paper cites Openscene: 3d scene understanding with open vocabularies.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Openscene: 3d scene understanding with open vocabularies

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.211883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5028c64f-c8f6-4470-b865-8b4a8dad08c3 · outbound

This paper cites Langsplat: 3d language gaus- sian splatting.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Langsplat: 3d language gaus- sian splatting

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.156342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ca7609c2-e1ae-4efe-8686-7f4e6240906f · outbound

This paper cites Langsplatv2: High- dimensional 3d language gaussian splatting with 450+ fps.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Langsplatv2: High- dimensional 3d language gaussian splatting with 450+ fps

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.193532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7116a285-357f-4863-9ddd-b3313be3effc · outbound

This paper cites 3d gaussian splatting for real-time radiance field rendering.ACM Trans.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention 3d gaussian splatting for real-time radiance field rendering.ACM Trans

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.187789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cfa7839f-b1f1-45f8-a780-31adc37555ca · outbound

This paper cites Language-driven Semantic Segmentation.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Language-driven Semantic Segmentation

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-05-25T06:15:23.748170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 15bbee1b-631b-4c60-98af-ed61bb743c94 · outbound

This paper cites Opengaussian: Towards point-level 3d gaussian-based open vocabulary understanding.Advances in Neural Information Processing Systems, 37:19114–19138.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Opengaussian: Towards point-level 3d gaussian-based open vocabulary understanding.Advances in Neural Information Processing Systems, 37:19114–19138

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:15:24.792306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0c2b19a1-04dc-4efb-888e-956f4e322421 · outbound

This paper cites GALA: Guided Attention with Language Alignment for Open Vocabulary Gaussian Splatting.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention GALA: Guided Attention with Language Alignment for Open Vocabulary Gaussian Splatting

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-25T06:15:23.744444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0dc6c418-0f65-46d9-8bef-33e69dc85bf1 · outbound

This paper cites Supergseg: Open-vocabulary 3d segmentation with structured super-gaussians.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Supergseg: Open-vocabulary 3d segmentation with structured super-gaussians

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-25T06:15:23.736976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b570c441-0aa5-4bf3-a8f5-12229c5309ac · outbound

This paper cites Visibility- aware language aggregation for open-vocabulary segmentation in 3d gaussian splatting.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Visibility- aware language aggregation for open-vocabulary segmentation in 3d gaussian splatting

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-25T06:15:23.729014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation adda7cd7-602f-4aa8-b153-713d1083793b · outbound

This paper cites Feature 3dgs: Supercharging 3d gaussian splatting to enable distilled feature fields.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Feature 3dgs: Supercharging 3d gaussian splatting to enable distilled feature fields

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:15:24.795789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8ca0ab06-da0d-4dd9-85ae-6b27d9fa36bc · outbound

This paper cites Gags: Granularity- aware feature distillation for language gaussian splatting.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Gags: Granularity- aware feature distillation for language gaussian splatting

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:15:24.799059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 35de65c8-5cc4-4650-b213-911f204e4bba · outbound

This paper cites an unresolved cited work.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-25T06:15:24.802053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7c4f4389-cb5d-46d6-a24b-b7400bb058bf · outbound

This paper cites Occam's LGS: An Efficient Approach for Language Gaussian Splatting.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Occam's LGS: An Efficient Approach for Language Gaussian Splatting

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-25T06:15:23.733354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 28651ff6-4998-4a28-adb3-297150cdba20 · outbound

This paper cites Goi: Find 3d gaussians of interest with an optimizable open-vocabulary semantic-space hyperplane.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Goi: Find 3d gaussians of interest with an optimizable open-vocabulary semantic-space hyperplane

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:15:24.789326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation aa1b06fd-4a4f-45ab-b024-727f68bae575 · outbound

This paper cites CCL-LGS: Contrastive Codebook Learning for 3D Language Gaussian Splatting.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention CCL-LGS: Contrastive Codebook Learning for 3D Language Gaussian Splatting

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-25T06:15:23.740516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ea921cfb-fb7e-498d-bf14-37a2dc0b1a15 · outbound

This paper cites Dinov2: Learning robust visual features without supervision.Transactions on Machine Learning Research Journal.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Dinov2: Learning robust visual features without supervision.Transactions on Machine Learning Research Journal

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.221538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c1fc13b3-50a0-48b5-90e9-db294aa1c076 · outbound

This paper cites Grounding dino: Marrying dino with grounded pre-training for open-set object detection.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Grounding dino: Marrying dino with grounded pre-training for open-set object detection

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.204586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b7f6e83c-0a0c-41da-b910-1a97c393c99a · outbound

This paper cites Segment anything.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Segment anything

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.165563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 56e41b5e-8d97-4276-9cf1-92f0315d8e48 · outbound

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

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Learning transferable visual models from natural language supervision

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.168879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 64070763-2213-4214-bea6-bae5e29b7b22 · outbound

This paper cites SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-25T06:15:23.751895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 420d0d34-cfbc-4575-a31c-03109178aa20 · outbound

This paper cites Lerf: Language embedded radiance fields.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Lerf: Language embedded radiance fields

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.218308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 793a4f3b-4a7d-4472-91f7-d73ec977bf23 · outbound

This paper cites Garfield: Group anything with radiance fields.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Garfield: Group anything with radiance fields

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.199397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 73586bf3-951a-49aa-bec8-9af3d65f467c · outbound

This paper cites Omniseg3d: Omniversal 3d segmentation via hierarchical contrastive learning.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Omniseg3d: Omniversal 3d segmentation via hierarchical contrastive learning

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.201991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c2ae2620-3c5d-4e1a-82e9-1a024dba073c · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view synthesis.Communications of the ACM, 65 (1):99–106.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Nerf: Representing scenes as neural radiance fields for view synthesis.Communications of the ACM, 65 (1):99–106

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.215468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 27c2644b-41e5-4b36-8255-deffae8e8a4e · outbound

This paper cites Mip-nerf 360: Unbounded anti-aliased neural radiance fields.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Mip-nerf 360: Unbounded anti-aliased neural radiance fields

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.171968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f7b0f940-3a74-49f1-bf36-5ec834331be3 · outbound

This paper cites Scannet: Richly-annotated 3d reconstructions of indoor scenes.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Scannet: Richly-annotated 3d reconstructions of indoor scenes

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.184583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9d1602ef-2be1-45c0-a816-b4db234110e9 · outbound

This paper cites gsplat: An open-source library for gaussian splatting.Journal of Machine Learning Research, 26(34):1–17.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention gsplat: An open-source library for gaussian splatting.Journal of Machine Learning Research, 26(34):1–17

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:15:24.808795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 038b7035-2e91-440b-8d0b-bae57bfa8439 · outbound

This paper cites Cluster quality analysis using silhouette score.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention Cluster quality analysis using silhouette score

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:16:40.181354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 446e921e-f7a0-4fa9-9f55-a6335b665653 · outbound

This paper cites British Free Range Eggs.

OpenGaFF: Open-Vocabulary Gaussian Feature Field with Codebook Attention British Free Range Eggs

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T06:15:24.805497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

No inbound Pith citation observations are available.