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Paper Citation Record · LEDGER

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding

As of 8 August 2026, this Paper Citation Record lists 100 of 108 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 v1

Coverage vector

measured 100 of 108 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:28:30.077468Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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 108 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved98
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fcebe4f2-bbe3-40e6-91b1-10bfb8859455 · 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=2026-08-06T04:28:19.881243Z digest=sha256:12aba5a809a6c31cddaef3810ce1dfbd08a9188f4b9e93df217a27b89fa36bc6

Observation 97a4d877-2013-4a0e-8986-3e2a55402b29 · 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=2026-08-06T04:28:19.932042Z digest=sha256:b50c459ec371c8c76cd44e5c6225e17448544dcc4244496c6377f691de1fb8e4

Observation 241a7581-dc41-47bd-98c5-4e7c05b24d3f · 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=2026-08-06T04:28:20.010267Z digest=sha256:2189e2766f898428b9629b20ac2521484e6c30bb7cef389cf76484a14b97e9f4

Observation 7db51188-4672-407d-8b9c-7632ce5f6269 · 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=2026-08-06T04:28:20.097468Z digest=sha256:b5e4d7a064fb71ea72db06ebefeae76c342367a98e30566d0fd1394de000a568

Observation 65d5eebc-f5ba-4813-ba48-505ca4f762ed · 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=2026-08-06T04:28:20.178785Z digest=sha256:04b0eb58b0147b9335d19a40a3c5ea13fd407d91ba292221a3a3b8654578d03f

Observation 7c9fd003-d75d-41d7-ba44-9a55cfa22195 · 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=2026-08-06T04:28:20.252589Z digest=sha256:54756d46f892f9ce5b0d2a9d9fd2e388570ffbaa2ceec39228822be9a43be45a

Observation 22fd3fee-f5b2-47df-97c5-4d313a4cfab6 · 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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:28:20.311530Z digest=sha256:d9a1e3c1e852d17e07061a91a6be42495b8736bf200d8ed50c65650f23f0f5e1

Observation 1a591f09-42c0-4e54-91d0-c9a592a79ed8 · 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=2026-08-06T04:28:20.376255Z digest=sha256:f9ea4b8c091cab6f1e1897fe806d7ac6362e1fffeedd0fbb6e32c9b13b223568

Observation b32c5772-01e8-4af1-a061-f4cac7f86868 · 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=2026-08-06T04:28:20.454568Z digest=sha256:35f7cebbd1f530bb698f36c6ace6b79801238f397e9464bb3f7a0cc82e481b06

Observation 23ced9d6-9853-4679-8196-76196bc76e83 · outbound

This paper cites an unresolved cited work.

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

Reference 10

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source=pdf_text observed=2026-08-06T04:28:20.516872Z digest=sha256:2654b8dfdf6b0cad440da9fce5519faad2e8e5ba3c3db5c2dedf22cb1f739d65

Observation f13296d6-06c7-4a2d-a405-d9db263f3333 · 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=2026-08-06T04:28:20.593754Z digest=sha256:326e8dbcbbee4a95e1fd16b8eb5ff4694e64115c98c14b4edf8b9ae22ab4fc80

Observation 0ecfd3fa-7328-4cc7-8c8e-c32ca3d56ded · 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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verified exact
local_arxiv, observed 2026-08-06T04:28:31.182251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:20.651974Z digest=sha256:4e47ece53cf119579dbd087e77244e3b2bc3c52d2c26ca9a4b13c6efd3dd637c

Observation 11e2efb1-4b8c-423b-9c2c-f531d6a732af · 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=2026-08-06T04:28:20.739156Z digest=sha256:5804c50e76b708ee9c529455e2ddf0701a49b894d4d085446a6cb47ac2b4ef26

Observation 95753664-a44d-4b43-8097-4b8e702562ac · 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=2026-08-06T04:28:20.812018Z digest=sha256:4ad9ed66250ebc23e6062d0ccca2d5204c8f400fa89816641b974b625676058f

Observation cea15ad8-13fc-4e11-80a9-79b4894c6b79 · 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=2026-08-06T04:28:20.819297Z digest=sha256:9fab53de1eb069c5dab5a65d1762a5fe11f075e82690675d6db341899a06cdbd

Observation 5c9885ff-eb30-4ab9-86b2-e98c5e93aca8 · outbound

This paper cites an unresolved cited work.

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

Reference 16

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source=pdf_text observed=2026-08-06T04:28:20.862033Z digest=sha256:3399815580f1ea05abf083fcd7a1df316f163606380d3f269f931dbd89ea99d4

Observation b8fabd20-b9e1-4c5d-adfb-b19b5a8d502d · 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=2026-08-06T04:28:20.996626Z digest=sha256:01c64497ef76f455e001e6fa46c7423843594d8fa7376ebb2700cd43c05d2b31

Observation e293d4e0-c2e9-4765-b23c-232732b7cc66 · 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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source=pdf_text observed=2026-08-06T04:28:21.114519Z digest=sha256:b69ec08f4676aea709af856c251561462574595fba5c1f9d0e9e86a96542673d

Observation 44c928ca-6d0a-4374-a68f-ac0665bcedef · 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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source=pdf_text observed=2026-08-06T04:28:21.309972Z digest=sha256:0089d3d38578c8c52611db7f731bd8ed2fdd7945b92b1fa9e210ce7259dd7bb3

Observation 689b493d-c44f-40bd-8f66-e72a41225862 · 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=2026-08-06T04:28:21.419740Z digest=sha256:96cf965a224c976325699df9f17d0246b8e333c0e43d17cd68a4d785c80e64dd

Observation 248168a5-3351-464d-97e0-7416d7d609d9 · 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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source=pdf_text observed=2026-08-06T04:28:21.538572Z digest=sha256:1c4443d1467348fc730ebf280eb013a4947d9c1c47e95ad8c275e374817b71f6

Observation 2d765ca1-9976-427c-b6c6-ce9fa48d59b1 · outbound

This paper cites an unresolved cited work.

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

Reference 22

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source=pdf_text observed=2026-08-06T04:28:21.645928Z digest=sha256:6c7cd76bd607ba0db14ed22ceacd2c68239b5e1235e9a04f011d3fd78d0b1f99

Observation e54b6138-4bc2-46bf-a42d-5caf13218095 · outbound

This paper cites an unresolved cited work.

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

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:28:21.800385Z digest=sha256:1d44db6b2469c90851b333df15c83455613eabce02049530d26e2fa0df604e79

Observation 1c4c660d-7606-4efc-b67f-5ad5a9bc9f9c · 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=2026-08-06T04:28:21.887642Z digest=sha256:5f64492040cb3ff08713485bf71a32635ac00e840898e29b5c5b71e2e76dfa48

Observation 4cac77ab-1356-46cc-99b1-f15769faffd5 · 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=2026-08-06T04:28:21.948953Z digest=sha256:27e7de2284c1870c6ec14c187cdd2aaa0f8b19b7ab6510cbf7cfd7758973d375

Observation 956c7e04-eeb4-4f21-b3dd-634331abe95b · 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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source=pdf_text observed=2026-08-06T04:28:22.086570Z digest=sha256:95ed92b49d35da57a85a3f2439522953bfa9a7a9721ec9c0002b55185dd3b38c

Observation 34328028-1452-447a-a135-a4eecc1f933e · outbound

This paper cites an unresolved cited work.

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

Reference 27

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source=pdf_text observed=2026-08-06T04:28:22.212564Z digest=sha256:81e10321d76de43fa77f8f4bb5a25450fde05b3c3bd85874b5d78aedb8042162

Observation 06382020-072a-4ea1-83a1-3d74c283627c · outbound

This paper cites an unresolved cited work.

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

Reference 28

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source=pdf_text observed=2026-08-06T04:28:22.302159Z digest=sha256:612f5cc7e9dc2ca091e83389518eb093b05c831d96fd697c1a292bd25023ee86

Observation ea3deef6-4716-411c-95db-aa05b8923e5e · 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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:28:22.478956Z digest=sha256:0f63d1b56f1eab935585502c229a83afb48d477f7442254c9264f2cdc4960bef

Observation 166595a1-2bb6-4f83-8d6a-ed60a2d91047 · 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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source=pdf_text observed=2026-08-06T04:28:22.542036Z digest=sha256:617f9bece53863639a1128dea0960cd04dc26d33321b2d9c0894de350cfe1720

Observation a29ddecd-a728-41fc-94b4-3f159335d8f9 · 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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verified exact
local_arxiv, observed 2026-08-06T04:28:30.820896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:22.597835Z digest=sha256:7e67973dc26c9ad1c8e95c829759d1e9a1c3c3b75b8b207f4a0d23d1de170238

Observation 65341bd9-1d1c-458c-9c2c-6d85d25a6507 · outbound

This paper cites an unresolved cited work.

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

Reference 32

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source=pdf_text observed=2026-08-06T04:28:22.642843Z digest=sha256:e982c6fd65a0cab8c0145d3460a6924c73a95349770d405b7e25bb3fa19785c8

Observation 87d9a11f-b76f-49f6-a74b-0b205af991fb · outbound

This paper cites an unresolved cited work.

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

Reference 33

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source=pdf_text observed=2026-08-06T04:28:22.718879Z digest=sha256:94fe34a28000e2551987ba4f93ed9f5e121e5872d30fa90ae7eb663feb55ab43

Observation 8f1c7308-9206-4ac5-93ba-ec3b95e80b6f · outbound

This paper cites an unresolved cited work.

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

Reference 34

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source=pdf_text observed=2026-08-06T04:28:22.798828Z digest=sha256:154a9dea35796f007a97d009a153cd1a9a198faf7b5edd1e5ff70fe292a273cb

Observation db3e27b5-7042-4cdf-af0a-5c9c2d5da366 · outbound

This paper cites an unresolved cited work.

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

Reference 35

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source=pdf_text observed=2026-08-06T04:28:22.881450Z digest=sha256:1508cc9283a7388c705cf289556a41c422aaee74058bab2fc2ebc766308c2aab

Observation 5ad04a91-bb0f-445c-9e9a-25542dbde354 · outbound

This paper cites an unresolved cited work.

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

Reference 36

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source=pdf_text observed=2026-08-06T04:28:22.981764Z digest=sha256:4a6424d9ef160bc684569f3f91812adbb0420fa477f6aa67a65003deaf9d5b6c

Observation 47262742-01e3-4170-888a-b5cbae307514 · outbound

This paper cites an unresolved cited work.

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

Reference 37

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no resolver link, observed 2026-08-06T04:28:23.067360Z

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source=pdf_text observed=2026-08-06T04:28:23.067360Z digest=sha256:482a5d84dea52bc3a90f2423c7d34af216f2f96c4b8137241d5de14c290a68d7

Observation f6d8d0b3-c5d6-4bbb-8e19-5f253ab441df · outbound

This paper cites an unresolved cited work.

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

Reference 38

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unresolved
raw_fallback, observed 2026-08-06T04:28:41.795194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:23.143345Z digest=sha256:4fd4fd532c678600823dc8bea0426b2b5d660aef3b2bb421bc905bc98d89c3ed

Observation 10246522-d581-44a7-ba0c-b3a748b89cc6 · outbound

This paper cites an unresolved cited work.

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

Reference 39

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raw_fallback, observed 2026-08-06T04:28:41.597857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:23.217071Z digest=sha256:758149988f8c16e330c92ebc32dfcb02f1b5a6cc0f35b662027d0bc3a2c3b370

Observation e63ff8d8-8c33-4f9c-a693-6efad2720eec · outbound

This paper cites an unresolved cited work.

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

Reference 40

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unresolved
raw_fallback, observed 2026-08-06T04:28:41.247580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:23.322488Z digest=sha256:3aa599539ced8da7c38e437818c35b81b335df347a67876893cae0d7faa8d363

Observation c391f785-1ed8-467a-9c44-92d0478d0d8c · outbound

This paper cites an unresolved cited work.

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

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:41.105986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:23.383351Z digest=sha256:eae97ce944ab8d60b435c5e6c767016c3a2b0289655fcd1419b5743ea7de1946

Observation 1d15a08c-09a1-4cc7-8f4b-d6135bd25d37 · 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 2026-08-06T04:28:23.439595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:28:23.439595Z digest=sha256:5e850571a839dd0044ca0f32842feff0fc95100457158d040ff360bc2e608fdf

Observation 1a8ef423-0e4a-4cd0-a072-1bbfc0a67ab8 · outbound

This paper cites an unresolved cited work.

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

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:40.874186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:23.504991Z digest=sha256:af167a28be6f8503c557181e3a4aa88e014d192dcc7736c8f22464ab51242d45

Observation 28c532bd-5bee-4187-a525-2142fc9a8462 · 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 2026-08-06T04:28:23.606938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:28:23.606938Z digest=sha256:6cab57d8576d7c4b9c115f611f6a7e4e64ee91241c8146d7e3c44dbb242af99a

Observation 9522c331-cc91-464d-835e-91ed0b7f8eb5 · outbound

This paper cites an unresolved cited work.

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

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:40.731742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:23.724294Z digest=sha256:5d39542e1c69e45a223a2ba6aeb775fc1278ba0bb03d8491a09e82291d3ac714

Observation b607b9df-afd3-49ea-ac8b-87d7398dee22 · outbound

This paper cites an unresolved cited work.

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

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:40.552851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:23.860674Z digest=sha256:5483548ca7ec9c35b4643db8dd80d85989de9eab8884255c5c8738d9d968ed5c

Observation f9cecb85-6aa0-489a-9a5a-a89caf4a617e · 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 2026-08-06T04:28:23.977761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:28:23.977761Z digest=sha256:ef29c39a849b89f9b7e8d7811ddba663d6f5033f1169e5dd5556ab2398c972ee

Observation aa93cbfc-45d8-4ea3-b6bf-566d731ae27e · outbound

This paper cites an unresolved cited work.

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

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:40.367216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:24.049618Z digest=sha256:4b3b6fd9aa895d17f500a912b7429b4b7e31d97e3b3b7f7cd615139aca011922

Observation 094d5ad1-6b58-4675-a730-0d2ff7ffab51 · outbound

This paper cites an unresolved cited work.

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

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:40.173264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:24.146829Z digest=sha256:34b501c57964d18830096ac8c070a29f079ef1d4d2e05882b7aea54bba9567b8

Observation aede1c7f-0ece-4f6d-980c-866dad0e9a9c · 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 2026-08-06T04:28:24.252577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:28:24.252577Z digest=sha256:b73ea36801e988f424063d337ca6cbe9f04925528609ae9881fe1e02cc561088

Observation bb1a1602-9adb-4305-b05b-2613097d1ee7 · outbound

This paper cites an unresolved cited work.

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

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:39.526128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:24.464427Z digest=sha256:d3e36e6f7cb65796fd1cd9249726e04241b15aa798397f4cb7cc8dcd415691cc

Observation dafb66c8-6b27-4c23-9d62-f3f87bb9f39f · 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 2026-08-06T04:28:39.301335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:24.581260Z digest=sha256:559cce417eb4be3be848d46133a116d705bbd8d5f17134c6195137c21cbcd36d

Observation 5c3a8c5e-196d-4313-b456-4b323a0da82d · outbound

This paper cites an unresolved cited work.

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

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:38.983061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:24.718040Z digest=sha256:c468935b58af03a2cf7e56b7911b2d5527a40f9ae47995f7d9115b39aa313cb7

Observation fee7efdb-b959-47cf-98c6-d8f920994028 · outbound

This paper cites an unresolved cited work.

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

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:39.832416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:24.363371Z digest=sha256:7fb7a10f41ebc1e711686e44bcefe888dc5f1e16a317d80dfd00da54527871a4

Observation 1cfbefed-9f17-491f-9a37-310b09dbe662 · 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 2026-08-06T04:28:24.860819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:28:24.860819Z digest=sha256:8d5a1341b53f41a16e5c0c1791de5f666f9a0263b824a914f6b73727943a0012

Observation 2e2113be-de3e-4c3f-bb3b-f6283362ec07 · 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 2026-08-06T04:28:24.914968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:28:24.914968Z digest=sha256:8ec55c66481025556f7d34442d8d644ea8187b6ef4f50120c66be1c12b7569b9

Observation 19000c5d-177f-488a-ad9d-2f3bc96f7ce2 · outbound

This paper cites an unresolved cited work.

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

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:38.558552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:25.009172Z digest=sha256:d030ca8ee7a5b857edd0a69ed6aa232a5453cefe0e48cc5d935f32e4e770da5e

Observation e76c0e97-f122-4607-bbb6-f436172ab6ba · outbound

This paper cites an unresolved cited work.

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

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:38.764495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:24.781049Z digest=sha256:df83a12819dff1e3529c2a961fc68d713f95e891cb2e8a884d62c429594108f6

Observation 5fce27a9-27e3-4079-81e0-f55ca3629ef2 · 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 2026-08-06T04:28:25.199616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:28:25.199616Z digest=sha256:3374f41c5921079766beadde49230e0b941c9c216fd8fe3049710147149f7f3d

Observation d59af91d-283d-4df0-9e18-06077c973971 · 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 2026-08-06T04:28:25.328891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:28:25.328891Z digest=sha256:f35dc44f7354de47c8e26d45b2ffda2962792144a2fc5350b614862c03e2cf4f

Observation fef5945e-c41d-4aab-b1d3-88edc15554bb · 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 2026-08-06T04:28:25.653890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:28:25.653890Z digest=sha256:e3e6d58bef286ef8db5fc8f015f41d1f910beed3eb805753d18b0454040fafba

Observation 2b7b8067-94ef-4e19-a805-1aea7ff6f8f5 · outbound

This paper cites an unresolved cited work.

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

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:38.233620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:25.073432Z digest=sha256:383ab4c586275e24075873979c685e1cc05a4c14f9b6cbe458b16a4844ef43a1

Observation 21b12bf7-387c-42d6-9d61-8a9e00bb6e0b · outbound

This paper cites an unresolved cited work.

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

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:37.401752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:25.887810Z digest=sha256:5aa4a33e0390629464a2fba3aecaeba3ed0fbbf0b490f9fa3d144d9acfa3e446

Observation c156dac2-b58e-4321-84b5-d5c1ccd4154d · outbound

This paper cites an unresolved cited work.

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

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:37.181693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:25.989892Z digest=sha256:77148064361a31439b075c3f9939b9b8a6272e0917c5b5bd02c3511df53a5c81

Observation 19bf168b-8194-44f5-a95b-22ddf9d64864 · outbound

This paper cites an unresolved cited work.

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

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:37.012470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:26.144063Z digest=sha256:d024f7d9c5b7c33f2f1df81ab1edada0aabbddf4f880680782a8f104600aa734

Observation 36d581a1-0cab-4ae5-a2e1-95c8151a8694 · outbound

This paper cites an unresolved cited work.

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

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:36.673606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:26.310227Z digest=sha256:ae42188b6bcf76b3a61b9811740351c399fd4f7debe1c3f1d94f910bd7452258

Observation 72b8de1b-16c9-4eed-9011-137d245158b6 · outbound

This paper cites an unresolved cited work.

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

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:37.659577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:25.803460Z digest=sha256:d50255a8f88ad87f6ac4d7b5d1ae8f2cab47d95972968b3b963542a514942e1e

Observation 6adbff4f-f0a3-4484-ae5f-a1782e05ffe8 · outbound

This paper cites an unresolved cited work.

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

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:36.400226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:26.507050Z digest=sha256:ecd9bb9bfc0bea8b46bd192ce2104ebcbe1b3321049221006bed0b49d557f39c

Observation cf7e83e3-46e1-4717-9bf1-dc2f6095ab03 · outbound

This paper cites an unresolved cited work.

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

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:36.153227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:26.594713Z digest=sha256:57a702933017ec5db33e9e25f91159e09c1251bae7c09be17f7cf40cd5f2d1af

Observation 68f0819d-b0af-40e5-8fd0-cc193b180180 · outbound

This paper cites an unresolved cited work.

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

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:35.907034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:26.710861Z digest=sha256:cee681891ed853cb8fb4b24b532e40d77ad6a2e93e9b201579522f03c4decbd3

Observation 6013d68b-4a37-4a39-a178-5f3d7d3ac55c · outbound

This paper cites an unresolved cited work.

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

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:35.770870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:26.840141Z digest=sha256:e754576b537c7329bbff4a1c728768ade8a6f9813f7643c7fc9f20aac9902026

Observation d7513dcd-1eab-4c65-be3a-5095ffe04ef6 · outbound

This paper cites an unresolved cited work.

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

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:35.651955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:26.935749Z digest=sha256:dca04688d5fd2fa23eac53a2250a7603a8db5e6a55d9bc89467508a1efc9f00f

Observation ca75c48a-2018-4825-a6ef-1db2cb2b5476 · outbound

This paper cites an unresolved cited work.

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

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:36.561825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:26.398799Z digest=sha256:e2fddf6712a7678a28ab25bedba99c58ac401dcc3e16d18a9f8db7bd8157a296

Observation 0dd561a7-2cec-4a40-9bd2-914c10414e51 · outbound

This paper cites an unresolved cited work.

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

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:35.443327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:27.127807Z digest=sha256:566ead286e527e69c8c686854f6e42fb8c1bdd75bcf63734fff539efaf8853ce

Observation 3944e050-87b9-4046-b962-07e4b6f11e11 · outbound

This paper cites an unresolved cited work.

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

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:35.332751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:27.233049Z digest=sha256:405692c142f394069cef74e98e828b1b0f4937e937a3891a086345d4dab2f4f9

Observation 533780b5-b991-4b33-aba9-a6ee4e43401a · 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 2026-08-06T04:28:27.299227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:28:27.299227Z digest=sha256:7e61caa3dd02c4c72e1c19565c226df674f88df186d14cbcff6eacc8769336dc

Observation cf402e4b-8747-494e-9722-dfeb7ca75c44 · outbound

This paper cites an unresolved cited work.

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

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:35.036646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:27.586074Z digest=sha256:04fc82bc19e6d1032455db3e6a7fba88249e813e0388a864ff8cf7c690e707df

Observation 0e2c7c3d-66ed-4486-af0c-2ca7d1be1d6b · outbound

This paper cites an unresolved cited work.

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

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:34.914931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:27.701021Z digest=sha256:b76547c665105e6597459f058dc978ca5aa21a53c932021aa8e14ffe90408453

Observation a4022588-dfd8-4de5-827d-62537aea9bae · outbound

This paper cites an unresolved cited work.

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

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:35.551646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:27.058983Z digest=sha256:c80a0d5dee06dd6cd89912f86b467b1d68e614b8b1de95734056a024e016caab

Observation 11195035-c448-4138-927e-b4aae4a9139c · outbound

This paper cites an unresolved cited work.

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

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:34.793584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:27.915600Z digest=sha256:649c0cee1c6fba45e2face1f69cc8792c570c3d5068c8531500c334d26d0760a

Observation e87460c3-8abd-4886-bbe9-aa32fd9dc1e8 · outbound

This paper cites an unresolved cited work.

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

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:34.620885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:28.019453Z digest=sha256:fe4bcd57721b22d3e53d5551d90c5027f473c30b6b48b0f350757f1d32c972f9

Observation 62b712ab-0575-4d0f-acd9-b7f068cfc5ea · outbound

This paper cites an unresolved cited work.

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

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:34.536082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:28.135053Z digest=sha256:c1d5b321a1f6627c1b3bcf56f13fdb70fb089a667f015997079221d20c5be7c7

Observation 03574108-0830-4ffb-96e5-9c140bb93585 · outbound

This paper cites an unresolved cited work.

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

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:35.213763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:27.426240Z digest=sha256:34b97ddab1eb508a13ff84dbf2147fff9514dcba9e0ff476e3fced78d6a976b7

Observation 11d1e467-f33f-40e8-80a8-77ecc4b3e091 · outbound

This paper cites an unresolved cited work.

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

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:34.267988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:28.430841Z digest=sha256:246b2abb07de1d96f68587f5c66a1667ec0f72b04c223d0c0f71411288fe989f

Observation edb758a8-2fad-49fe-9dba-c5800da3b6f7 · outbound

This paper cites an unresolved cited work.

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

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:33.962101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:28.600831Z digest=sha256:9f596c423fa0629417323b425560629090d4ac447d900aaab50f7eceac7f32d9

Observation e35db662-8041-450e-8120-fc4446426907 · 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 2026-08-06T04:28:27.821816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:28:27.821816Z digest=sha256:28a8b9209740eafefd0721d0b7f8be779b9c0dfd9cb602d7e6a95e4280030b99

Observation f28d0956-ad24-4ffd-89b7-0ae255ee9fc9 · 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 2026-08-06T04:28:33.410781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:28.813842Z digest=sha256:7c5e2c3a047a71a2789f7cc66a6f1417169c9648221bbdc778de909452b80d90

Observation 15f2ecf4-f69a-407a-b325-57b9f5e01fa5 · 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 2026-08-06T04:28:28.887051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:28:28.887051Z digest=sha256:d1ed5a4d38c8be1c036acc53f4d70a25e0f40ad582cd36db087870221a130828

Observation cd107d39-f316-49d0-ab48-4fcb210c54c6 · outbound

This paper cites an unresolved cited work.

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

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:33.210113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:28.967605Z digest=sha256:652fde126c7aa66d9b9c02f51c15e125303d77ffe514128bea35144c7480f751

Observation 07ac43a9-e139-4477-83a8-efdba2bb52c5 · outbound

This paper cites an unresolved cited work.

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

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:34.426591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:28.276769Z digest=sha256:61842f1a178884b0cb2fb9d37d5f980fd56ffb1eb8c0ffa550193dd210c6769f

Observation 1dc785c3-2572-427d-9058-dcc6f3e2e416 · outbound

This paper cites an unresolved cited work.

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

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:32.829329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:29.099560Z digest=sha256:d05bfd2a617783a1f1f1b9e26ec758c14bfbe2d490fa5604fca974cc253fcd76

Observation e12774fe-42e7-4d5a-807a-67ff564dd154 · outbound

This paper cites an unresolved cited work.

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

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:34.108643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:28.523992Z digest=sha256:0f63ad776726863b2d6669f41c5af0a7062be62bd3c401db796f99412391f605

Observation bb031e36-9cf5-4d6d-883b-08c99aa27f7c · outbound

This paper cites an unresolved cited work.

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

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:32.371850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:29.372047Z digest=sha256:08b99ea3b4b2a097b12f9f82caebde7c34b49924997632fb74b45d1616705bcc

Observation 3dbaa9bf-6bb2-4147-b44a-4fe3e5a760b5 · outbound

This paper cites an unresolved cited work.

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

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:33.802197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:28.683020Z digest=sha256:cf2f5aba3aaac548abf2f922231c6fa9ee4d973af641f2f4a2a359e6818c2004

Observation 0fa8b231-e785-4bd8-a74c-74f91d9682d7 · outbound

This paper cites an unresolved cited work.

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

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:33.619076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:28.746981Z digest=sha256:100ae3c575e9f197f87f5fcd1a2f45eba155d1ac4c4f72aaf0ff28ab62ead6c9

Observation 62779e5a-afe1-4a8b-80af-e8e3bdb86cab · outbound

This paper cites an unresolved cited work.

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

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:31.917928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:29.857430Z digest=sha256:a8b8b1262eb8e8276cc1241ad7d3bc8c637d7035353ab39ee6e014ce3d1830e7

Observation d65a4df9-2c1b-4bd4-b074-d064dabda38b · outbound

This paper cites an unresolved cited work.

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

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:31.672180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:29.968645Z digest=sha256:c9dd1bdfa0f9f97b2a1b77090ba8b67ee700e9b46fc0d765ac793a198ef1e96f

Observation 499fee57-c393-44e8-b647-51af9fcf08b0 · outbound

This paper cites an unresolved cited work.

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

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:31.397164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:30.077468Z digest=sha256:72b771a2951f774858bd4a2fdddea1bbc4e424d65aba4768f147048f2ab3555d

Observation fde4625e-a45a-4f28-8922-5a2fbe4aff18 · outbound

This paper cites an unresolved cited work.

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

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:33.017794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:29.061373Z digest=sha256:58fc96b7a325ed1dbcff8aeb9ef3afb20eddb139a1b59d6cae745d0fa2b87104

Observation 39908832-843e-44dd-8491-4ae2d69bf9c3 · outbound

This paper cites an unresolved cited work.

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

Reference 101

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:28:32.543714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T04:28:29.201961Z digest=sha256:fc78b461ec985d4ad143e6d6a0b2ff57638c7d7f360347d5fd429117cce93c0d

Pith citing papers

No inbound Pith citation observations are available.