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Paper Citation Record · LEDGER

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding

As of 12 August 2026, this Paper Citation Record lists 100 of 109 outbound references and 0 inbound Pith citation observations for arXiv:2608.05137.

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

pith.paper-citation-record.v1
2608.05137 v3

Coverage vector

measured 100 of 109 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:18:07.267539Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

100 of 109 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved99
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e46f07c7-51a7-46b7-a8e0-10f319334fd0 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 1

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source=pdf_text observed=2026-08-11T04:18:06.682792Z digest=sha256:58316787c05d11dda46a481d46cad590798e082f7c9614ecd8e970547f5ab84a

Observation c97c26e8-a4e6-446d-9a6c-371e51c6860c · outbound

This paper cites LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training

Reference 2

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source=pdf_text observed=2026-08-11T04:18:06.689926Z digest=sha256:e25d7ecc1aedbf978d0014d18a5cd5df50c4bbbd2c500872ee69ec3e0a8b2452

Observation 4efc6cd5-cdf2-4d94-87fa-0a4aa7a87233 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 3

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source=pdf_text observed=2026-08-11T04:18:06.696264Z digest=sha256:96816af47d45e4a83c587945b41084468f0d16c886fade02ab326ef9eed94348

Observation 904bdad1-01d5-4899-b140-a578939b8d8f · outbound

This paper cites Qwen3-VL Technical Report.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Qwen3-VL Technical Report

Reference 4

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source=pdf_text observed=2026-08-11T04:18:06.702183Z digest=sha256:66f5e4fa6bd2ec5aae94cb8c8fae23e79cde9fc08fa515b3462a110f1d139a0e

Observation 05b9a205-ed4a-4d27-b007-cbea362334d0 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 5

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source=pdf_text observed=2026-08-11T04:18:06.707590Z digest=sha256:5e989ee4c8811aa2de8fed6b9026a3019eab77408af4ec1d9e8986a58ddb1d24

Observation ea5109ec-89d4-45d1-b9b2-779f03acbfa6 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 6

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source=pdf_text observed=2026-08-11T04:18:06.713335Z digest=sha256:72ddc8811c6108273b3429ea1ca09691e9056022f4a14eb5643a38f629eac3be

Observation b0f5d5de-b60a-4d5d-aa31-c7d2c7a56495 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 7

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source=pdf_text observed=2026-08-11T04:18:06.719704Z digest=sha256:e6fed0e512236f2d952dca1210f3214dc16f290e96763363dc006708330f5674

Observation 28279de0-fc0c-44eb-82f5-efc1aebe7aac · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 8

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source=pdf_text observed=2026-08-11T04:18:06.725599Z digest=sha256:eb22e6577ea55f2008520445b031873063c1b18752f024ab6996de88666894d6

Observation bc9cded7-5bb5-4a07-95ed-5180266ebbe7 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 9

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source=pdf_text observed=2026-08-11T04:18:06.737469Z digest=sha256:42a445beb490beba92109d1f478b35c6850ffd865f98febdc3a45d6ca819e00b

Observation a9980e47-7fb8-46c3-ad2d-c47dd7bf93a7 · outbound

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SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 10

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source=pdf_text observed=2026-08-11T04:18:06.742826Z digest=sha256:e121f96be9fa7969af206b8205dbb3d82607cea90df7a6f1c1e4757e004945d4

Observation 46e42075-1b6f-4beb-b61e-7e5ef1008900 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 11

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source=pdf_text observed=2026-08-11T04:18:06.748558Z digest=sha256:0c575ff3a9c3e9eae9d1d0be363c98bc85baaac222fd63ed7626dac398a4e250

Observation 60a024b5-d931-4714-9506-f641a561ba77 · outbound

This paper cites Learning Point-Language Hierarchical Alignment for 3D Visual Grounding.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Learning Point-Language Hierarchical Alignment for 3D Visual Grounding

Reference 12

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source=pdf_text observed=2026-08-11T04:18:06.753579Z digest=sha256:c725211fb517df9e34640a8ee1d3a5d961c20fa1fe0b4baef16adf3bffd16dd5

Observation d5800638-6414-4f03-8a5d-b64f2280ca54 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 13

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source=pdf_text observed=2026-08-11T04:18:06.760062Z digest=sha256:3de326bc5a75a7c21d39aacbb8a7fec02a8b0bfdd9f1c7eff74c32cb497a32f2

Observation e08cd783-9c31-48ce-9b1e-8540345e76c0 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 14

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source=pdf_text observed=2026-08-11T04:18:06.765553Z digest=sha256:88bfdd3ad4261abc56f33d6f1aaba95fc11576a65ec8800de60a1b68880ee941

Observation 6ff5e645-06d6-4383-8b2f-43742d70a828 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 15

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source=pdf_text observed=2026-08-11T04:18:06.771341Z digest=sha256:f5b7ad7b22c93e93244c81d832bdfe407208fb404cba83a70e5e44de0e413c47

Observation 596a886b-df14-40f9-a7cc-fcca4e50536e · outbound

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SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 16

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source=pdf_text observed=2026-08-11T04:18:06.776806Z digest=sha256:9189558c33b71b94b04894fa6ec1393e060afc7cad02f33d30ef37dcaaea162c

Observation d0b98089-2f46-4cb7-b27b-187b5b5a0ba2 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-11T04:18:06.782053Z digest=sha256:606e94be7e69238fe9214cfa3f1c819e4f927deecd2976538d97b235bebb1ad2

Observation 727ef944-ae32-47de-a778-bb8fa87f9a27 · outbound

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

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Grounded 3D-LLM with Referent Tokens

Reference 18

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Observation c47bf5da-0dee-4936-b865-4b427b930dca · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 19

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Observation 961b16fa-f8df-4bf6-a923-cf5470fa4324 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-11T04:18:06.797393Z digest=sha256:d873d35a170f7a9382827ba0059ef0397347a7206ea233f2c47f8075c79eb97f

Observation c17722ff-5807-4af8-a0ad-2332a2025593 · outbound

This paper cites Revisiting MoE and Dense Speed-Accuracy Comparisons for LLM Training.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Revisiting MoE and Dense Speed-Accuracy Comparisons for LLM Training

Reference 21

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Observation 4bee5035-23d5-4095-a6d1-b06349132f5a · outbound

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SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

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source=pdf_text observed=2026-08-11T04:18:06.808554Z digest=sha256:4fa106da8027e190d6f54077130d5b86e5161ba298b585091f878cd4c16983d4

Observation 17a5fbc5-42d0-4585-9e76-405f5706778f · outbound

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SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 23

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source=pdf_text observed=2026-08-11T04:18:06.814428Z digest=sha256:f71443f0c7b5ac5656a36dca8d4eb90f9ccd8d0af4f6058e0c4bc50437336571

Observation defbbb87-5f8d-4c12-9230-47e521181efe · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 24

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source=pdf_text observed=2026-08-11T04:18:06.819175Z digest=sha256:f45ed875878d65d6a59c1f3724248a18e70b314b54f921f64776f01be896d688

Observation 9f9aacc4-5617-4525-b65e-333599fa3935 · outbound

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

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 25

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source=pdf_text observed=2026-08-11T04:18:06.824915Z digest=sha256:41135d68892e7321e908870ba726771a1f3572f501f7cd56b29a3b4da3bd9fbe

Observation 1ca53a55-57dd-4f3f-ad5d-b7c272a30118 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Distilling the Knowledge in a Neural Network

Reference 26

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Observation 6bd32d81-3c9c-49bb-b986-d39576d64703 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

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Observation 32612f1f-8e36-4823-8e3d-dc88012cebad · outbound

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SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

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Observation fb1280a3-c932-4d74-a8c1-1f84a38d6ceb · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 29

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Observation b2bc0ca0-a3d6-4508-b248-06b766cd70ca · outbound

This paper cites Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 30

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Observation 60c9de98-8a01-4eaf-8068-86f6b947ec77 · outbound

This paper cites WildTableBench: Benchmarking Multimodal Foundation Models on Table Understanding In the Wild.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding WildTableBench: Benchmarking Multimodal Foundation Models on Table Understanding In the Wild

Reference 31

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Observation 2d5150cf-90c8-43ef-9ec1-237b2d715893 · outbound

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SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 32

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source=pdf_text observed=2026-08-11T04:18:06.870939Z digest=sha256:659b19f8a911165815d477184d6179e0a0ba904df4f786b5be32aa86ae448b4b

Observation e5c6f1e9-a578-41db-ba6e-f21fe3f5a1cf · outbound

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SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 33

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Observation e0bac04c-d4e1-4ba9-9f9c-12c3e086e604 · outbound

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SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 34

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source=pdf_text observed=2026-08-11T04:18:06.882125Z digest=sha256:a9785057f292927c0badca1e2682d3b8e8059d209a4aee7d02f98b7d2cd809a5

Observation 4f7b434a-eb74-4466-a815-ecdfda45f614 · outbound

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SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

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source=pdf_text observed=2026-08-11T04:18:06.892521Z digest=sha256:abd4bbde5ce83cb19d973f7b9d1e1361c6c91716322ae7282b8ab4c92d0d9421

Observation 563ac21e-b463-4b6a-b700-f2fa9892ddc3 · outbound

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SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

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source=pdf_text observed=2026-08-11T04:18:06.897801Z digest=sha256:99add67f6f5fa9e54be1e56496135e7ecd3d8d23e6c5544c3deaaf596517e74a

Observation 590d1621-dac6-452f-b72f-6ecc8c389d8d · outbound

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SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

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Observation 80c8e650-6c0f-4a96-be63-bf2e2523f5db · outbound

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SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

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Observation 33a34684-bc30-4dcc-8693-23e4b92c4c46 · outbound

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SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

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source=pdf_text observed=2026-08-11T04:18:06.913142Z digest=sha256:424843fa47141a74d60bb0cbed6ff0d0290fa28b888c09fd073ffb6db4fe538b

Observation b8429d0a-2cd8-4b9a-bfba-f76d92d32dc0 · outbound

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SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-11T04:18:06.918540Z digest=sha256:07066ae338144d0a119c65cc22520fedaf6c9f00cb095aaff87299f7510836f4

Observation 8db2e961-8ef7-473d-a973-fe6dfaffcff1 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:06.924562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:06.924562Z digest=sha256:c59f9c025acf7c5a7fc741e6d1306fa74ad6b723df05217a0937cfdb490a01de

Observation fb78bb5a-c561-4ae4-9244-4ef8afd1e81c · outbound

This paper cites Uni3D-LLM: Unifying Point Cloud Perception, Generation and Editing with Large Language Models.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Uni3D-LLM: Unifying Point Cloud Perception, Generation and Editing with Large Language Models

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:06.929577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:06.929577Z digest=sha256:814acb70f14f9edefbb28bb2c7f3fc2ece6359faac049057d9211e512bc77325

Observation 95f355c7-de4e-4927-a01a-5965769e3ba9 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:06.934933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:06.934933Z digest=sha256:3cb78fe5d8964a3d4706a4a51df611d99fc6d4c98640854771a9bf6ca84db257

Observation a8788006-6be9-4c2b-a03c-b18ed1b5c7ef · outbound

This paper cites InternVL-X: Advancing and Accelerating InternVL Series with Efficient Visual Token Compression.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding InternVL-X: Advancing and Accelerating InternVL Series with Efficient Visual Token Compression

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:06.939468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:06.939468Z digest=sha256:4d90d699e8ff1257177a34783e471e6551faee5a4db2d551bd1d7cd55b95a190

Observation 846adf42-483f-4560-b1d1-c71d932c4c47 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:06.945490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:06.945490Z digest=sha256:08c11a227fc3899532ca1ebddabf2a1e31aaa8dc328d80bcf790bfa0f10d5a62

Observation bee62f7f-b2ad-41b0-88b4-1bfa9019f8ab · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:06.950485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:06.950485Z digest=sha256:b2e41f4bafaf3e1c5ef5668d79b3f38182ee0417b15437edd0a15bd756d7005d

Observation 9b5d041a-ea64-4eb1-ba2e-53daa2071c7e · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Representation Learning with Contrastive Predictive Coding

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:06.955460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:06.955460Z digest=sha256:6bf2da3c3101a44354048948ef3a39aae9e1ca8eff374975697091bfb68080c6

Observation 6013b77c-24d5-4939-b4fc-a7b1b5d3684c · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:06.960493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:06.960493Z digest=sha256:34374d884068e47f2830c27b8e9d50f29f721d33dbdd938f4ce4de78d446ccd1

Observation aeb242d3-2a5d-4168-be6b-2f4abfdc1d60 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:06.965459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:06.965459Z digest=sha256:76e6a45490ac42c8eee3cb49fcc74d3046133aea00ef1f1dec8cd9a3043dd030

Observation db2b0213-6e69-451b-b456-8f31df426583 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:06.971067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:06.971067Z digest=sha256:d1e570f1d96ff63b5ae96a958fbf530cc744e98bb95fe7e34e4eb84f8b48f1d0

Observation b90d03ad-7442-440f-b601-0656d2aa3a8d · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:06.983367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:06.983367Z digest=sha256:ea1ea4ff07049a2f89a4fc0da3f77bc2120c48852e28cce2f81c2ca4b0785a57

Observation 38e4b647-ff87-450e-8f1f-a36f7c905a2a · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:18:08.605514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T04:18:06.989616Z digest=sha256:b1a83ddeeaada87eb5a0a60a1adf9c6a69a71093edd2f96c5adbac26855e9a0c

Observation 9af10185-90d4-40fc-baf0-4b9b96a8e714 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:06.994813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:06.994813Z digest=sha256:d7a636ef778dd5c3880c026d567a5c57c88cd0f7e2ced4754bcacc5a774ac761

Observation bfa7776a-50f8-4a48-90ec-c235f7a729e4 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:06.976459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:06.976459Z digest=sha256:2c14b6ac65163bc7831dd16e8d3b648f2ef4d263f3efcaf19bf00cfb7ff3422a

Observation 455a650d-7018-4679-bdb0-66d00ead2d5d · outbound

This paper cites ProMoE: Fast MoE-based LLM Serving using Proactive Caching.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding ProMoE: Fast MoE-based LLM Serving using Proactive Caching

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.005496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.005496Z digest=sha256:3256ad149be6e9d01131561215ee5d87830cbf7b383827a118cafd8ae5bfb046

Observation 79bd0208-ae20-4f7b-88da-d86afb62aeef · outbound

This paper cites Space3D-Bench: Spatial 3D Question Answering Benchmark.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Space3D-Bench: Spatial 3D Question Answering Benchmark

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.012309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.012309Z digest=sha256:459be9c22483f4fbaa776aa8d0edb8e9b5139fd8240a1900b7f708dc49531722

Observation ccd8f0ab-677c-4c37-b6c0-a239c0fc2f4a · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.017461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.017461Z digest=sha256:e3e3ae1f35d4be6cbe1c32e465368fd67494ec2dae4e76653163dd53d0a01e3d

Observation a6fbdf91-73d5-43a6-afca-cd1407a1674b · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.000377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.000377Z digest=sha256:e3b14d10bcc48041cc3946b7e9e614a2d115dfcb5a6e0a64a26042c2aaf6cf9a

Observation 6e351eec-9ff2-4767-9edf-95529ff7b62d · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.027465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.027465Z digest=sha256:6c1152deb0f2da935912c32824a38e420425722d8a318648317598c01d268cd8

Observation aa3c54e4-37f1-480e-9cc9-b5790fa64916 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.032905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.032905Z digest=sha256:9f9e6d7689699bc871a017a043dc22b9f3c2c905ec4e5783e74d46bd7dc772c4

Observation 933aec19-ed57-461b-bc33-46794b3c9406 · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.043652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.043652Z digest=sha256:002afdc33c972aa51d06da4f9028e9518d309e809a45f5d539bbb5b322f1c215

Observation 3322d5b5-80f8-4151-a5b0-ea8272cfb374 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.022590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.022590Z digest=sha256:ad5ce7efcd7648782d867f947192746594328ef7131e809d1be9ed012a8f249c

Observation c956c9c9-62ae-4bef-b889-69d933334456 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.055845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.055845Z digest=sha256:d5bf71f8ad6d5b7eb989731d0984163c7b941280a7a88d530bc98b3975776d3e

Observation 1ed064dd-a945-4473-972e-1ac2597505b3 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.060676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.060676Z digest=sha256:98ff8b280504787871ea1bff5984e30b88923c8ba1492adeca402ad1ee355446

Observation a00e31f4-2273-4ddb-a72a-a816561aa645 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.065834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.065834Z digest=sha256:2def2e2ca5a9114cbf1acfa1b37536569475704b3958138cc89324b039d91759

Observation fb1641e2-468a-4355-b7b8-7fc0057fa9d6 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.075844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.075844Z digest=sha256:d5fe8add1bcacb60c088221f8e27f6d8330142fada335f878a3123151c497c91

Observation fb4c59fc-e8c6-4708-8c52-a3dd72dba4b2 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.050622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.050622Z digest=sha256:2e680ef0428017baf39f13552f883dc31332ec292fe67ab6a3f8dc3e2089884f

Observation a35f37a8-16de-424b-898e-f4214de3f33e · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.086228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.086228Z digest=sha256:14149537b9d77b44acc1050d74c569a5b57b99dda81723731afa70d0a26b3bde

Observation 8616b681-d3a0-46c0-9aa0-05f87e6595f6 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.091319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.091319Z digest=sha256:5fdeafea83747fcd917546bea3f31376187bfa5849ae843277eb1c353800e30f

Observation 9cf83eb3-47d2-47bd-a1c2-1c0c10f8eaf7 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 70

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unresolved
no resolver link, observed 2026-08-11T04:18:07.096763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.096763Z digest=sha256:2c5f3f2bd6ef88b30ad8330545334ab7ba5f604445da7c568f066b67f7576f6c

Observation 1088031e-32ff-40d6-8448-269004ee93fe · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 71

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unresolved
no resolver link, observed 2026-08-11T04:18:07.101616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.101616Z digest=sha256:19d74e0dddeac839c9b30979850d83d123937dcbd076ff839cc83cbefbafa474

Observation ce2adbdc-6c83-4939-be74-738772a9e2bc · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 72

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unresolved
no resolver link, observed 2026-08-11T04:18:07.106490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.106490Z digest=sha256:9530ee0459670428c5e790af54167889b1781a4438cf01becf1e387bbd527f3c

Observation 88d27bb1-9253-45fa-a5c5-0886d7b21498 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.080916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.080916Z digest=sha256:7fbd4ff9673e2fdd9fba4e90bbef1d9055e5aaf8906e98199dd0c3ba935606ef

Observation 8a5a4f5d-328b-4502-a54c-cb15c26d9854 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.116300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.116300Z digest=sha256:7970747df3b8be9b5946f1f6b4246c4aac3eff215b50fb56136bd2f7c2aef4f5

Observation 7c5dd776-2f8b-406d-b0be-8f20f301595c · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.121480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.121480Z digest=sha256:23a48e1f0e50c8b65245cb4a1da2302e6a7ecc4f7df80998b2eaa6d47ccf8fba

Observation e002217b-c684-4dd5-af7d-86fd6216795c · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.127116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.127116Z digest=sha256:4638ad5b1b2412ffdbb7da0459be88eae54afef04f65dc38e1babcb0f2909336

Observation a53b0f78-239d-49ee-bfca-8d76e4ab686d · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.137268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.137268Z digest=sha256:43db49cdb9efc62bc229baba5bd946413abb844616ae6c6d3249cca0bd8494c1

Observation 51ddde90-c1ed-492e-8477-ea92de926e73 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.142802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.142802Z digest=sha256:991721a73313f401ed49f368c6c83832862183ec0204d0515c510c301d85d2c9

Observation 7e987f80-bdf3-44e5-984d-db8995e0d842 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.111240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.111240Z digest=sha256:b49fbb7ceb17d35b9474eb2af9ad7a8c9b5ef8bb8bedf134f7f3b03745df22cd

Observation 7cc68fd2-4baa-4113-82fa-ffd15fc85e59 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.153207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.153207Z digest=sha256:930b5f5e34aefa93d636b235b14bbd07078b1ca40da2588eefc0e02bd1dc036a

Observation 8ec55fab-5ee7-4737-91f5-69172271ed95 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.158231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.158231Z digest=sha256:162a2a98462e0174cb4c580beca7cb52e0c2514f27a2686c816cf3dfff04cfd9

Observation 401f32cc-2739-4d99-94bb-132df42814b5 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.163959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.163959Z digest=sha256:57469308acb3271a7fbf5ddee9867218cd32a8b9cc67effba486f415493a0352

Observation 4de705b6-59c4-4889-9c63-24683288cad8 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.132066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.132066Z digest=sha256:ca65d8faa69f8b7cae0bc74b36852190d552ad32825a228a757ae896798327d6

Observation 16e987ed-02b7-47fe-ad30-548432b95adf · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.175515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.175515Z digest=sha256:5f7a78d6d2d003a7e843bc8d63fb0b0d4b3f229345483eba58993256aac31e2e

Observation 54282d02-23fd-49d7-a249-a4a78ec15165 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.185573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.185573Z digest=sha256:339b1ae6a9aa5b8767ee75fa1e2b6c3498803d924cf2f38d78881532319ed930

Observation acf0ad7a-b279-4c3e-9f42-61644621f1f9 · outbound

This paper cites Cambrian-S: Towards Spatial Supersensing in Video.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Cambrian-S: Towards Spatial Supersensing in Video

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.147822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.147822Z digest=sha256:947b186e2d951f426160d131ea4ad1a873262c1a2be13877e83f288d72ce449f

Observation e5f77af5-7c86-44c9-b70b-aaad3e4a7d8d · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:18:08.145079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T04:18:07.201668Z digest=sha256:4cb90bbc77b9a92043e81c1f9b08d724ae6bbb6dcdc728daea002b7706496bad

Observation cd59890b-4fea-4c10-b579-2d6ae6125f60 · outbound

This paper cites Uni3D-MoE: Scalable Multimodal 3D Scene Understanding via Mixture of Experts.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Uni3D-MoE: Scalable Multimodal 3D Scene Understanding via Mixture of Experts

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.208379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.208379Z digest=sha256:578ad602dac20a076c7d1a580c9e2a5a51f064edcb0f49a5fed447883fb59531

Observation 96311cee-7f56-4a5f-859a-c0f38f819aa7 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.214451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.214451Z digest=sha256:ddb15ed3011bfec4ddb0e12ec2ddeeeef2d411ef93a33fef5d7d947293edab32

Observation 25db5cbd-6729-4061-8d29-6ee89e39c3c0 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.170112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.170112Z digest=sha256:e3565cfa971978768adbc0e14f18ed7aa8891fdc209c64d653cf620f38155b60

Observation 8e8107f0-d632-4712-a0c1-dc54334b9824 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.225450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.225450Z digest=sha256:db77f39f21b0ff54bb64996a88f168b3e845fbcac5f60895d7b7465dee287ee5

Observation 11f83d66-da1a-4f64-bc61-e46e88c4eb56 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.180594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.180594Z digest=sha256:73b537b6de769295c32d7b743f7df0a68028658b64d578ca04185d7b0d82a801

Observation 708cb899-88b0-4e3f-ab6e-5175041d6780 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.237596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.237596Z digest=sha256:c10202631483a89b1cb024036cfb649ea45f7d3f61b9eb19a960e9c91e0d17da

Observation 1f2f36f7-e1f3-4a4b-83b6-f5920a3b395d · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.190490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.190490Z digest=sha256:b7f503a69ce0743c777bb4868e8fafe80bf1bd6ee1d726cec7332054c8920cb4

Observation a07901fb-9b17-4948-b7e8-e83ad7a04f8d · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.195466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.195466Z digest=sha256:d6fa7b4c2cf4aae8aebab4386685cb21fbd7e2240edc6c569376a670a778033f

Observation 8dea71b0-dc51-4ee5-972a-e40d4ccbe586 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.257599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.257599Z digest=sha256:1fe421f92f381fb80b76fba7ed7aeffbe95895943c6305a3aa4ce0dee3ef89d4

Observation 85bd211e-55c3-45e1-adf1-132cb336879e · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.262345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.262345Z digest=sha256:d830e4d6df2430abfc8e9724434414090797f91df92863a919597dd0189c1a72

Observation 32aa4e37-da69-4d2a-a6a2-f604bc732b6d · outbound

This paper cites What is placed on top of the wooden desk next to the win- dow?.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding What is placed on top of the wooden desk next to the win- dow?

Reference 98

Resolution
malformed identifier
raw_fallback, observed 2026-08-11T04:18:08.012482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T04:18:07.267539Z digest=sha256:35deb46e9796b5793fae5328eaf23d25a2952731df5c70d12c8aaa9db9f97e9f

Observation 8fa3de27-d3e2-41bb-93ba-b57645f3e68a · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.219190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.219190Z digest=sha256:dd93b67dba864b9ca9777588caab6b1f12dcc57c2bcdd5e2daa716449d7451da

Observation 922565a6-545a-40e4-b337-6ee8de4d7a17 · outbound

This paper cites an unresolved cited work.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Unresolved cited work

Reference 101

Resolution
unresolved
no resolver link, observed 2026-08-11T04:18:07.231057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:18:07.231057Z digest=sha256:8e74fc50789a776ba64ac18b270390a70095d695f1c5ff074bbc58611de685ec

Pith citing papers

No inbound Pith citation observations are available.