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Paper Citation Record · LEDGER

Multimodal 3D Reasoning Segmentation with Complex Scenes

As of 13 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 1 inbound Pith citation observation for arXiv:2411.13927.

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

pith.paper-citation-record.v1
2411.13927 v4

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:47:37.336042Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:37:21.273496Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T18:37:21.795325Z

Reference resolution

61 of 61 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved57
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 09890f86-f95d-4151-9fbf-649f58603380 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Multimodal 3D Reasoning Segmentation with Complex Scenes , " * write output.state after.block = add.period write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.051362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.051362Z digest=sha256:7f22f7c6751cda887bc71fd1f0dc97aa6f066c4878606b4bbafd23478eff43b6

Observation b1e52c2e-9b67-4f6d-96f6-2f64e5916a31 · outbound

This paper cites write newline.

Multimodal 3D Reasoning Segmentation with Complex Scenes write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.056933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.056933Z digest=sha256:3c6f395abffbfb357b4d854b933a36603ab68ae21b6b9388e06ae9be244de990

Observation 0ff3bcdf-5bfa-4b96-8074-76e82ca0a229 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.062438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.062438Z digest=sha256:7b0b08e4469e59ba26c2effce80cbe93db91f2d99541fd93e4d11586dfb10c20

Observation b6625da9-ee1f-4cc9-b814-9e504b2fa6f3 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:38.204887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.067656Z digest=sha256:194ecb787832ecc9517b4a64cba815a41427df6c7156c124106a6dc8365421fb

Observation 9bc5e38b-3372-40ea-ba6d-7a4a5fcd35f7 · outbound

This paper cites Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation.

Multimodal 3D Reasoning Segmentation with Complex Scenes Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.072469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.072469Z digest=sha256:ee1f7663f9c8562fa800980dd9b237562194f9c18de74fa6a98b3718909a08cd

Observation 9c60e593-b4e7-4e85-b6b2-55d2292c5fac · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:38.190186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.077660Z digest=sha256:f39b1b985034fe82ebc5358774311690dccc124ad5cd4d8a7c4b8d1ce7d9841f

Observation bb22749b-aa54-48ee-a426-34b4adb41714 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:38.175422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.082180Z digest=sha256:60dea81edbe00050502160752417a03fe083403952ec072c1f0f547290e28bb1

Observation 3f5306be-aefb-4560-a25b-0c19bf670a6e · outbound

This paper cites Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models.

Multimodal 3D Reasoning Segmentation with Complex Scenes Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.086825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.086825Z digest=sha256:17c310594fc9f329d2960605b876bc89ab87ff51c19d7d57891323ba8d59e402

Observation 7e4cdb59-b78a-4cb5-ab7b-0104d7b6c825 · outbound

This paper cites Grounded 3D-LLM with Referent Tokens.

Multimodal 3D Reasoning Segmentation with Complex Scenes Grounded 3D-LLM with Referent Tokens

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.092345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.092345Z digest=sha256:abd1cda4304ecd9f9e523cf2303df18a921d3deed6d9e5bef51be96399f35c20

Observation 6df1c63b-816b-4406-ab2e-d3bc0a43a197 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:38.160814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.097295Z digest=sha256:32959244e5efad8e931b5f09bdaac853853c04d9e790d2f37f13c7b55fb538e1

Observation bd6e873c-b79d-4405-ba89-81679f9b8422 · outbound

This paper cites X.; Savva, M.; Halber, M.; Funkhouser, T.; and Nie ner, M.

Multimodal 3D Reasoning Segmentation with Complex Scenes X.; Savva, M.; Halber, M.; Funkhouser, T.; and Nie ner, M

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:47:38.145300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.101909Z digest=sha256:12966e9ecfdb6f3f815626068037dd224cff0e58516dc1bbe0a23af832bc3bec

Observation 667096da-52e8-4561-aa90-d3a706064fd9 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.106592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.106592Z digest=sha256:355764cbe1d034f75622017c6bd0fa78dd2ebaca98f8714845cf1c2c11ea275e

Observation 43a8ea07-31e1-4774-aa54-0a599702a8ba · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:38.118874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.111154Z digest=sha256:e5596b0fc6eac6753b6f7c99eeff038cb1b98171bce36b152ac356d540bf797a

Observation 79aa4343-2b7f-46b8-9a49-10707bb728af · outbound

This paper cites Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following.

Multimodal 3D Reasoning Segmentation with Complex Scenes Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.115653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.115653Z digest=sha256:e7246ee920d25d1aa73e09786006b5185b5e8a51e116adae063380b582b856ea

Observation 69df0a15-3044-4bf7-987d-d9d7f211bc31 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:38.102607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.120363Z digest=sha256:71d75faf46aa9f426bdd5adf27606437fa0c1186a59cbbd2e6a8b3e9ea5928b6

Observation 8bad4078-50bc-4a2b-8a7d-70c414d9512e · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:38.087849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.124939Z digest=sha256:105de0b028a95f5fb3562394d287e9285b66b605347ca3d9a2750c8c9fa7b4b3

Observation 36909a21-75e7-4d19-a457-4a5cbf5fbf47 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.129461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.129461Z digest=sha256:eac83a02c538fba9c4f9310ba70e2e6865d40f815eb99ad54fe262009316d29f

Observation d8b29a92-d03e-4de7-b15d-2b9f1404d40b · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Multimodal 3D Reasoning Segmentation with Complex Scenes LoRA: Low-Rank Adaptation of Large Language Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.133878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.133878Z digest=sha256:c7a9c2ad20cbde63d6f6e5f9aa9e936b74fcd0fc0117ae545e6f39517e0bd7e5

Observation 5f5be6a3-6e66-4f73-807e-ebe2b0cbe56d · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:38.063076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.138602Z digest=sha256:965ca974a8d224f303e2fab080d9a642696184e5c02f42d6e299cb42fb651895

Observation e2ef8a7c-d4cd-4cee-b526-f77f30c7180f · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.143831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.143831Z digest=sha256:2d0d965edbae95306b93d4b373c6c1c865e62c7abb9ddf636d5d584af060d564

Observation 0a0c15a6-41a0-49e5-80f9-4e26c55cb2dc · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.148450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.148450Z digest=sha256:863fd7e55a4f0ddbe86324ad6890f0c224724d3894a0bb2e2c168eb037df5da4

Observation 398e8fac-f023-48e8-b253-9aaee4945771 · outbound

This paper cites OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation.

Multimodal 3D Reasoning Segmentation with Complex Scenes OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.152950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.152950Z digest=sha256:e342efdb7cdff1a733551773bf05a6c13806f09af5b500a1617b54c9e89328c7

Observation d7f322f8-fb7f-4709-a976-b0e0900dfc7e · outbound

This paper cites Exploring 3D Reasoning-Driven Planning: From Implicit Human Intentions to Route-Aware Activity Planning.

Multimodal 3D Reasoning Segmentation with Complex Scenes Exploring 3D Reasoning-Driven Planning: From Implicit Human Intentions to Route-Aware Activity Planning

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.157870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.157870Z digest=sha256:c4f5a9f02e85e3d4c35e8ba6c46104d8992c3ee4f3a4bc5650e599401c91f120

Observation d80a95bb-8ff4-4c13-ae79-9366dda1c4a1 · outbound

This paper cites Intent3D: 3D Object Detection in RGB-D Scans Based on Human Intention.

Multimodal 3D Reasoning Segmentation with Complex Scenes Intent3D: 3D Object Detection in RGB-D Scans Based on Human Intention

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.162620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.162620Z digest=sha256:ba5a7cd95aed89138b2e7d3f02c65f17502b1b08eb168f55048ca421d7eff8cb

Observation 8613bc5f-fbe5-4964-8511-f8bd2cc74481 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:38.027621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation e62c0fae-5bca-4a54-bfc6-44bcafc359ef · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.172084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.172084Z digest=sha256:9d797840a8d88495b00106c168378af9eaa08b42e9848d0a641eb0d7d6b4703e

Observation d2ca2bf8-cd52-4455-b98e-69f40579732e · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.176722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.176722Z digest=sha256:3077c663dd413689b16b7988ffaa3d4d8d2b5288e3aabb72327ef0bb03c3677b

Observation 6ae1fbd2-9b20-4dd5-9f8d-11e18f6bd96a · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.992149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 282a73aa-e993-4660-850d-a13210092de3 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.976670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation f2929726-1574-475e-898e-da93cb3f7461 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.960043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 9465ab8f-cce0-4121-9fe5-7d6f2881a88d · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.944895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation e6b9e507-7357-4e24-b757-ccbd5d6bb966 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.929588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.200648Z digest=sha256:8d86b6c809fd1e873a8f7a37e9fc03fe05ddcc10cbf284a6510d38db7421ea44

Observation d146bb5b-9c60-45ff-beae-a44def9c8a14 · outbound

This paper cites D.; Ngo, T.

Multimodal 3D Reasoning Segmentation with Complex Scenes D.; Ngo, T

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:47:37.914194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.205219Z digest=sha256:94bb2a93c91b47d1c0d4368a28d499304fc7c9c0c4029ae31889b7d6ef142e32

Observation 3d6a9c90-acca-4e47-9035-bbaa8174763c · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.899766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 46c12ad7-d4e0-40ac-a99b-8a67f4ffb813 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.214544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.214544Z digest=sha256:d589eb7f59d6b780212dbceae9d31bef4e04461f8873612bcfb7f3368c739321

Observation fff1e3c3-ee0a-485d-8c21-91fd39823519 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.874714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.219310Z digest=sha256:e06e3dbbde77ffea2c705f202dacea1ab3e8fcc97221764fc73719adfac3751f

Observation 16c28cf9-6845-4b0b-a866-c5ff22c53be8 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.860142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.223824Z digest=sha256:d9d30f5fa9c4fec43b9da26f65be1ae6849d627fed1e21e4f9796f2dd3635190

Observation d77e1e5e-b0cc-484c-9240-42037a0ce833 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 38

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 1e58e41e-c961-4bcf-b177-6e462fb973dc · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.830042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 5fb6061b-18f0-4c3e-9f70-42dab941e764 · outbound

This paper cites W.; Pollefeys, M.; Tombari, F.; and Engelmann, F.

Multimodal 3D Reasoning Segmentation with Complex Scenes W.; Pollefeys, M.; Tombari, F.; and Engelmann, F

Reference 40

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.237350Z digest=sha256:488f3e635616bf9afbf0126da165f256c2d2701d00e3999c71884d52ee64a845

Observation ad402741-10e0-4a5d-ab41-b2304f451fa3 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Multimodal 3D Reasoning Segmentation with Complex Scenes LLaMA: Open and Efficient Foundation Language Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.241965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.241965Z digest=sha256:6d66ae37c72fa79258722c3cfdf447f8cdaeff431e640d8c760b4d285bbe5b1a

Observation 3b61c1a5-126d-4992-a2f3-25a6b2ee6820 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.800864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.246504Z digest=sha256:22f75824f57dd7161bd98865d8d54c20ecf7f20dbd2e82454d0abb178f6f9656

Observation 8c147d9a-8c17-4692-bc12-3aa8e4303245 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.786114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation a4a5bff2-3681-433a-9e8f-5f97187d070c · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.771616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.255897Z digest=sha256:3c7494df5b14c3bd439ef129d0db9f48886ee1252cdae199e9c3e645ce471f33

Observation 451e7c96-ac42-4bd6-b6a0-b47ad5a15fee · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.755632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.260422Z digest=sha256:b9bc16f03c2a2e817e2ca730c05ab8988399f7ce00d648c7fc2b4ece0c28fb51

Observation a9a49f4a-0b7b-4fe4-8397-5cf6c4a56035 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.738747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.265045Z digest=sha256:a0a5107906222415ac95b989e7e692166a01d4806cf03262bec756cae2d2fddc

Observation 0193664e-b1d6-4be6-a6c7-c2fe50ee3321 · outbound

This paper cites VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks.

Multimodal 3D Reasoning Segmentation with Complex Scenes VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.269370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.269370Z digest=sha256:2d8d2c32c98f25eaa897f3604458fc8ffe2a27cae87b0a56577929349d054af2

Observation 755f4ddf-be43-4517-b89b-72ec6d2e1c13 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.723081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.274327Z digest=sha256:765e1f9ecb234ba192fc1e0468486cf773d0eddb443c3654fb417ca1ae6bdbe0

Observation 1f41255f-2796-4cda-9ff7-6453c1126427 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.707292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.278920Z digest=sha256:45be1ac4953c5e734b7e3ae534994be9b553b10f152b97d7901fc09c789c3d33

Observation 5abc9446-9ceb-4b75-a5c2-ce3032ce89a2 · outbound

This paper cites F.; and Chai, J.

Multimodal 3D Reasoning Segmentation with Complex Scenes F.; and Chai, J

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:47:37.691376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.283367Z digest=sha256:8d562fb4a275adf50ec5dbf5e8bb41424bfb348eadd1b515e21b0d18f562f86c

Observation 32a03d1b-cf59-44ec-b24c-a6b5e28e16cf · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.676081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.287903Z digest=sha256:6b5cbf08a5acd6330982de6db1a612d7ee21e67516459b48663b19a48ac95d76

Observation 280e1d62-fb91-4fa4-89fb-ba6207e02fce · outbound

This paper cites Empowering Segmentation Ability to Multi-modal Large Language Models.

Multimodal 3D Reasoning Segmentation with Complex Scenes Empowering Segmentation Ability to Multi-modal Large Language Models

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.292450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.292450Z digest=sha256:acb8d9ebd11efc36f77620bbcab95137d6e0e76bea4282bdbea239324d794cc8

Observation 81dd78bb-bdbf-49ea-ae9b-0269931c9b28 · outbound

This paper cites mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality.

Multimodal 3D Reasoning Segmentation with Complex Scenes mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.297224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.297224Z digest=sha256:87d00e27f3b06b357711cfbd5d16a9cf09fe27017bffed392f239af934cd2826

Observation a4086624-03d1-4989-aaec-cf33fd19069d · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.302304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.302304Z digest=sha256:c13fdc71170c9bd1cb994f00a4dc7b51ace899bdebd80192eda7cd274c2a3bbc

Observation 3a377a60-ebb0-4a37-9c73-07ca5eda2655 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.650881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.306872Z digest=sha256:a5ffe9b62d58985bd7e6d9fc44bade9e57d92e03e527ac54333a16b8a2dccdc0

Observation af927aa3-7b12-46e5-8b2e-e8d7ac7e2d8c · outbound

This paper cites GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest.

Multimodal 3D Reasoning Segmentation with Complex Scenes GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.311855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.311855Z digest=sha256:0da42c8d20bfca7d357be03ba1cbbdce12149344a22faeabaf3715e0b016b4c7

Observation 8e1cf0a9-ac64-4df1-8c41-620f38f3cea4 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.316949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.316949Z digest=sha256:300abce6a583dfc6105aa14559bdb3009a0d7d01fae07966c526d3c57ade280e

Observation c0c306ed-05a5-4dfc-b6f2-d14333f5007f · outbound

This paper cites Task-oriented Sequential Grounding and Navigation in 3D Scenes.

Multimodal 3D Reasoning Segmentation with Complex Scenes Task-oriented Sequential Grounding and Navigation in 3D Scenes

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-12T15:47:37.321790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T15:47:37.321790Z digest=sha256:1f6bec91f60cd0eb3f7d1c6041690b1db1969bd1c5c130ab936b1567bbed049e

Observation 80bfc041-2291-41f6-b195-276c0064f13b · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.624921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.326651Z digest=sha256:febc77a84dbf571564bfbebd7546613a547f10d4ff5ef6ace64c6e9579d2230b

Observation 7d10bf5a-168b-4c88-b2a1-cc66249d6183 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.608213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.331426Z digest=sha256:9faf385a77d650fab661511e50ea3752ba0eb4ce79535699ed770d7b7e2d9e52

Observation e0dc8a6b-8a18-4891-8250-dd33cb79e717 · outbound

This paper cites an unresolved cited work.

Multimodal 3D Reasoning Segmentation with Complex Scenes Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:47:37.592625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T15:47:37.336042Z digest=sha256:1c3d44a48aedec73576fc7d42eb2c10992c6b7badf86186afb1220880bf5896d

Pith citing papers

Observation c9d89ce4-7ef4-476e-a7ca-79ec368e6539 · inbound

SURPRISE3D: A Dataset for Spatial Understanding and Reasoning in Complex 3D Scenes cites this paper.

SURPRISE3D: A Dataset for Spatial Understanding and Reasoning in Complex 3D Scenes Multimodal 3D Reasoning Segmentation with Complex Scenes

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:37:21.860973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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