Pith. sign in

Paper Citation Record · LEDGER

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding

As of 18 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2507.06719.

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

pith.paper-citation-record.v1
2507.06719 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:02:27.761461Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:37:24.078009Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

52 of 52 outbound references displayed

  • verified exact1
  • verified fuzzy4
  • unresolved47
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e430856c-9728-4ebd-a0b3-7328358f2abc · outbound

This paper cites GPT-4 Technical Report.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.425838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.425838Z digest=sha256:06a72783b909786744d9275a24b5e69dba5a9cc7bd7a43e65f642bb39d1bc43a

Observation 52635b51-0218-49c5-8dbd-cb514434b053 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.438299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.438299Z digest=sha256:08ca37b49003a0c3a6316c88fea962d4f70e35a2bc9c80a8f9e770ac5a1b6597

Observation da1da85b-2e3c-4552-a84c-697b82ef9683 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:29.009505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.445913Z digest=sha256:081bd2aecf94c5293e1e0f1e1add79735749c9c2551b26db0d024108ef6d91d7

Observation 706e1804-54c1-42bc-9ac7-f0daeaf3c768 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.455825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.455825Z digest=sha256:7416e453b3bd10d00d49107ba1034bbfce74c26c8b2ac3224da46d677598d853

Observation 8b445adc-5fbc-42ae-b450-9b57aecae4d2 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.962662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.462891Z digest=sha256:9fd8c26fa491d0989433fa2fe3e4caeb924b6b3f42e92096e4e64ef2870b8612

Observation 972d10c4-fb09-44eb-9677-fee43ed14dbe · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.469156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.469156Z digest=sha256:3af610a59d678cca980fddcf0ab06eccf791a10d68eb40ca714b872093104388

Observation 138a259b-dbd3-4569-aabe-face1e6e13eb · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.908535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.475916Z digest=sha256:0e3fdec7861b477c2870424847875f1a99b932be77197dd180f8e40443e05cbd

Observation caf5cf67-1095-4798-b369-ceceba2e06c2 · outbound

This paper cites Open-vocabulary Object Detection via Vision and Language Knowledge Distillation.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Open-vocabulary Object Detection via Vision and Language Knowledge Distillation

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.482075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.482075Z digest=sha256:515a4267729c765159edea18315d093282dfe1878e56ed446dddb91265b2c503

Observation e8864114-a5a1-4263-9795-623815ad6580 · outbound

This paper cites Semantic Abstraction: Open-World 3D Scene Understanding from 2D Vision-Language Models.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Semantic Abstraction: Open-World 3D Scene Understanding from 2D Vision-Language Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.490100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.490100Z digest=sha256:513116215aaf7f17d3a63caf138049c86b461e1c3de17491be8ea50b1689f29c

Observation 156e64aa-9c51-4666-abf2-780c566423cf · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.496710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.496710Z digest=sha256:65652dfb44c34171e6977aa6d2ecaf449a1ae96b73791ac12ae110f662fa4a3e

Observation 851121b4-00e4-46a5-bfb2-78db0c97b63c · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.502379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.502379Z digest=sha256:02388e38d8c5d88359a4367acf7833b1742e01b88958903e6dd3a19c8fd71a10

Observation ec6f1529-8da0-400e-9e27-94f0790a2231 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.807890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.514755Z digest=sha256:5a659f72bacbd0ea4c37194f5c17bcde94b599d6994a4351c1ae5b72031e9921

Observation 23c8beff-bf10-4901-a5bc-440d7ed4fffa · outbound

This paper cites GARField: Group Anything with Radiance Fields.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding GARField: Group Anything with Radiance Fields

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.519879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.519879Z digest=sha256:c38c79510167cc1aafcc74d1945c228553d3904452e09ad2ea72e5643fd851fd

Observation f3ca6dff-09c4-4546-a1a0-b63e306b8a5e · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.525135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.525135Z digest=sha256:cce1d1f8cab289c978a03cdf2729d01664f6b1b410310ea759fc1c8a4a39523f

Observation 9a1edfac-47b2-4e73-bc5d-2dabc3144754 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.535822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.535822Z digest=sha256:e6e083857dc3959e891abe6b6d09303ff884955ca799e61930432cf4c20f796f

Observation f99f6bd6-9c6f-430d-8e5f-814551a2f0e2 · outbound

This paper cites In Proceedings of the IEEE/CVF International Conference on Computer Vision.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding In Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.530243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.530243Z digest=sha256:295dbb5c1cd22f4c8cc2e9b278e2e4de245c15bdd93c1c6f213813c866813a62

Observation 2283b754-88ee-4ceb-9a5f-1550459da991 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.560305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.560305Z digest=sha256:8cdec51960d54ad0ceb2298db313154aee2bcc39e01c2ac3a4ff5ab2dbcfca77

Observation 723c59a9-1649-40e1-8a82-41b2693c12d5 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.644014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.565626Z digest=sha256:9776013ce53b79956641b9a1f785f2c594b36633f509c1c847142986229383ef

Observation f346f5eb-5301-4989-bb2c-da113d39ae23 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.546828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.546828Z digest=sha256:f63f4594ecdb0b7fab0de20f86d68ac338f1f661bb05d4f5df4b9e627d20f84e

Observation b57a8689-772e-4ebb-b482-882f48cd31cb · outbound

This paper cites ReasonGrounder: LVLM-Guided Hierarchical Feature Splatting for Open-Vocabulary 3D Visual Grounding and Reasoning.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding ReasonGrounder: LVLM-Guided Hierarchical Feature Splatting for Open-Vocabulary 3D Visual Grounding and Reasoning

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:02:27.915186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.577153Z digest=sha256:218ac607c08da53ab490081dc85f4f189df1a0fa29ce3effa73b7d145c6fd383

Observation cee30e8d-c58e-4c38-ab50-4411f563d563 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.582595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.582595Z digest=sha256:c5a99172e211f3a34e88dd58d74abe1150b6a49de83d02e0906fbf12efb2612f

Observation 437f7167-3727-4310-b883-dca2cd980691 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.596639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.596639Z digest=sha256:2b06589e2e5692d532a49f4ec0a63557a60fde64cfa37d72b806a5b104121c8f

Observation b35cd321-ba44-44e4-a7c8-00178b38ac50 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.616383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.571471Z digest=sha256:7720ad16d3ee13e9b3b945e6b06463aad173f432d320b603188a2d0e9b0ca773

Observation 3e43edb7-92e3-432a-98bc-437b89832120 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.609463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.609463Z digest=sha256:a871f48ec6567951093eb38a95b6cbb9e2d0d9fb11220659e2a7b6da834fcd94

Observation 2eb91d31-157d-45ff-ac5f-9babc4c80328 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.614986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.614986Z digest=sha256:d7ee622e577a7ec909001f9ba028620ecaea2d14a338cca7207a044dc192c06e

Observation 65755bfe-ec08-4fb5-b434-3fe0b2034d5d · outbound

This paper cites In Conference on Robot Learning.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding In Conference on Robot Learning

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:02:28.572436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.591040Z digest=sha256:fc4487b45f9d65cf387d701dd0318a0c496cb13bf090f61275a6f6bd69c6833a

Observation c534b93d-9ded-4f58-87ea-52024c1eb60e · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.422214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.625395Z digest=sha256:9a84aff39b5a0fbeaf1b3b23cfa14957eb122e5f91d792dd977ef47dcfec1b03

Observation 61eb9760-dad1-4d34-9331-ef7821152886 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.603923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.603923Z digest=sha256:bd6c2993fabaa0fc72a200582abd5a7f27222b7733d41bcb52f5c0b044bc7927

Observation fc7bed34-7dce-4fb2-b399-f74330e45dd6 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.365367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.638315Z digest=sha256:000d73a95661d73d91edfdcae2903e57e0562fe3510d83eb517fb81e85f19b36

Observation c51fafaf-01cb-4623-bec7-e5b9ac7b86d1 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.651951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.651951Z digest=sha256:9d82f2b8ecf990822c3b5f98a684062fd8c7b81dfc85d5c85296a08bf3712bc7

Observation c498b33a-1343-4091-bc68-4fec427fb17e · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.620600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.620600Z digest=sha256:91eb0d83967d4853bc696d462c19f1e6f6ee440cdc86dd0bf713c85433e0921b

Observation 4edd8272-8a45-4faf-b1c7-337ae29c146e · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.288097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.665188Z digest=sha256:47190ee69fff92afc503313a6c3b969f1f7164b8ade1ac40a6ffd5d5fda11d7a

Observation 75960f1e-6c84-43c6-bbae-bec6ddea5e60 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.391100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.632357Z digest=sha256:ca931b6982fdb48c7ea78540e3d6ad72b7de9f71217176a9f6c9103c4ca3750f

Observation 0d50c9f5-8aa2-469e-979e-1d6b22fd5812 · outbound

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

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding The Replica Dataset: A Digital Replica of Indoor Spaces

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.682024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.682024Z digest=sha256:35bdebf714d04c8ae6e50b7049373884d3e47b10c0e5fb01312e296ff03f874f

Observation fd92c760-4b75-4ff4-85ad-d28f22d73adf · outbound

This paper cites LangSplat: 3D Language Gaussian Splatting.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding LangSplat: 3D Language Gaussian Splatting

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.645848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.645848Z digest=sha256:07dff828b21925990e56c2473454245dc268ba07465d7fa0bb6e47a4d9ded275

Observation 541a4523-b7c2-48db-b4d0-38908720c85b · outbound

This paper cites NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.694249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.694249Z digest=sha256:3cea60524af5487b98c47951b0c850cd7cbcfccb31175deeff664d57f8862a8a

Observation 04f522ac-4076-4111-85bc-de65c9b923df · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.316579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.658224Z digest=sha256:1effb471cc29983e1f9f1e33fa37a730e46440166f88086c6ee14265592d1fbd

Observation 2cf5a654-d8b5-47ab-817d-d0c17002b786 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.713318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.713318Z digest=sha256:a31fb5c3b154c32d8e9a3db259dac77d3e6297c7238aeaa8f474268cf65b7d8c

Observation 6e51bba1-ab2e-4d2a-a1aa-63e29c59e710 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.259322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.670482Z digest=sha256:3f855af49c30e4e21f578ec5f872c1eb78b13d313da36950d345c3e01e83922c

Observation 2acbfa95-207d-4075-8c18-7c6f9ee3bcef · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.153829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.733459Z digest=sha256:dc3aed3112e3721412fe5cc721899d4cf7f78b136946ddd021617c306fa660f7

Observation 3223a15e-c5b4-41bf-8b77-6b83c68008ef · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.240593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.689526Z digest=sha256:7dd702ffade92e5b6628c7571aeb88e16902759d0515c190171ca23ff53dc783

Observation 84ae9ed4-194f-4452-a979-e70e1826f242 · outbound

This paper cites TinyLlama: An Open-Source Small Language Model.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding TinyLlama: An Open-Source Small Language Model

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.744804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.744804Z digest=sha256:717de29c98310eefb2fe44ca8f77457949b8f65d832ef64e47348ab858829fe2

Observation 6a4f51f3-c40c-408a-9c09-c6c808f93775 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.703543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.703543Z digest=sha256:1dd8eab56ebbc0612d99dbf32d0ef1bb507fd89de9c5dbd63400b4787c4fc965

Observation 7215d9ad-dae1-4218-91e6-782cb9f71bd4 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.072334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.755728Z digest=sha256:e47f1f54a8a8be52e5ed43be358e28f771eece387579d5de97dbf7b1324c27b8

Observation c4b88c64-a304-4e15-8237-ee6387b8ca08 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.721138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.721138Z digest=sha256:d6ae5db0a9102f9905e9dc0eaa0b485c67246eeb9f26c892a1a91dc3c722a36f

Observation cbeb1c3d-4f9b-4d21-a31e-35a6f7a6c4f7 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.129664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.738263Z digest=sha256:6623e8691628055f603a32594a2536022c18f7a1ec6b2a02a24ef6d85461369d

Observation f3d22795-4532-4a4f-b360-e1a56f0cd7e8 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.096120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.750088Z digest=sha256:9ade77c7fc2e110311b862cc6a7d3b446c4edb82644beba932ceb4e9361ed35f

Observation 3ec613a3-6966-49a3-9cec-642604b53b4d · outbound

This paper cites In Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part II 14.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding In Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part II 14

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.726206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.726206Z digest=sha256:dffb5a8d1f3ad65240f875be9c3abdc4c310f9bb3a35d51c5a1e6c6b8e8bd8c8

Observation 0264d1c4-ac40-452d-9fbe-213329acaeca · outbound

This paper cites International journal of computer vision 123 (2017), 32–73.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding International journal of computer vision 123 (2017), 32–73

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:02:28.706275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.541143Z digest=sha256:da154888f0c7c5a737ea3593b201b57b8beeacebbf5f4fb1d53c93ac4f057213

Observation cad35f7d-b357-454d-ba49-fee0b3a9c751 · outbound

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

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:02:28.049285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.761461Z digest=sha256:66f6b00e03946b1a79cdd6db3230253454c60a0b381d21da112839736a505f6e

Observation 234e3b4e-4a8e-4650-9abf-f9266277d153 · outbound

This paper cites Language-driven Semantic Segmentation.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Language-driven Semantic Segmentation

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.553989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.553989Z digest=sha256:09d0cf9a2318257a8bcde3ee5f9e1c82549349b61ae2d0582e4c9759967cc604

Observation b54c1ebc-c303-4caf-8d54-e3a698d551f7 · outbound

This paper cites ACM Transac- tions on Graphics 42, 4 (2023), 1–14.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding ACM Transac- tions on Graphics 42, 4 (2023), 1–14

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:02:28.846963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:02:27.508017Z digest=sha256:9a2dcbeed609ac1497711b9cab09398800307fc17e06191d8a116cabadeaf2e7

Pith citing papers

Observation 1133017a-5c88-4666-98d4-89b634d1a817 · inbound

QuASH: Using Natural-Language Heuristics to Query Visual-Language Robotic Maps cites this paper.

QuASH: Using Natural-Language Heuristics to Query Visual-Language Robotic Maps A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T09:37:24.078009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:37:24.078009Z digest=sha256:3c4c8da6589d819d8bf0191dd0f1df2239ef8c9cb67196a5010bff5040a514e4