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Paper Citation Record · LEDGER

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding

As of 9 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=sha256:66bff72e9c31cd911f7c1dcf7466720fa62810172e047ba15f1b0d37e7ce2d96

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:fbd3dea9b3d182487b9e403e7372496151b0795b257320053f18302d905b1a0d

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=sha256:3d80ff5b9dbb024c8759f0b96e45c4d90f162ec924a38fe813fdc742b3aa6dbf

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=sha256:9371c6dd2467c086ce0f610a172ce76822df75e032334e31a2fcf93e21fc8d15

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:d09144298691a084d791b7972fd65514cf89ab6d9482829d99142d47d7c5dacc

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:d4870aedeb7ad339c9fa7b3c0be4f96d6ea111ecaac82a875a6c16e45c08aaa0

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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source=pdf_text observed=2026-08-06T04:28:20.311530Z digest=sha256:08b13d9b25346daff33c478d9b466beca865b10bb56be197069d74c470704c55

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:e418527ff086b1d06d258b0246c73cb655aa3816e0dcf2b482bc9fd645d48428

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:b0d22eabf4c678d071166d919b36f53907f5c96bbe8480fc190100978b989f8a

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=sha256:0ac75238c5a9d2c6d6dbda10e200e6a67da18a7902e23c465ba601c2a2a6eb47

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=sha256:15ae7cf9ea27d8ab72bdaa91409da97a609954aac12a3ef316e4bab79d00375b

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

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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=sha256:51e3a1fe36e420d9b488991dfe1c8cf63ce066a8849cb9373ce2462635fefdda

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:de46810ba0dce833c3e04a20feee0b70f3bcd00e35cdfdbde8e1adcd72774261

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:d112c16aa5c7c9987c012f3295d88a0a4fe5762e4220992490634cf111113e48

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:bace447e3bba50b2f164ecd44ef25516639a6b29fc419a0a012cac109fc9020d

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=sha256:5301a97a003a1773a6368da25d0a02af121614357cb4367f527906edd8fb5972

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=sha256:0b98b76c0825116e50490e31f316bd40ce325c8ef7f664fa0fce6027acb80f4c

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=sha256:86cb129e9e0e6cb81fcbfb7bfed6e367e8649ecdeecd50b217720b42c72c2401

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=sha256:036657f4955d868f9c516d13fd1b4782cb09ca0f3259338b958e93e63b334b0f

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=sha256:6f73531ad9313fe54e5f888b281bcbe6daddd28c668cba4c2b681818fcce536a

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=sha256:2e9b5bf3237694c6fd9e135f539174ddb984237c2f0ad5ada124872b6185f857

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:efabd4307c133e93bcb6898cf5b4c5714a8d321c8666dcf61b7240ba0af68a43

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=sha256:1b49c9404c5583547bea7595de303161516dc9db9284ae53834e5596887159f9

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=sha256:780ca1eb622b77ed95e35c58015087b35cc9d92516d5a2e899e827012e4ce6ea

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:a8d3b5d91ae9e72d3fd8739c34162079d5a984aa6b6d4328b12706fe7ae364a2

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:cf6c02e6571221ec3d6c4c9047c37ba49ff2dee0370d7e5f40c13e9da7f57f47

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=sha256:3741caf36b4089e992a769ad75b072416afac4232990dc933831dfa01dc8c0e6

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=sha256:6b23ea5835b2f8027315380f3523a891a0489bc463ddf2de0362910f495f4b8d

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=pdf_text observed=2026-08-06T04:28:22.478956Z digest=sha256:26b9fd4a01a520feb0a53891dfa11414186442b0c34f5bcf2689ce9ba18e7127

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:adbc861454eb8e7af25345430c28a8e30cb195b932f69885ff6e7fd4b6c656f7

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:abcbd6416ebc899e40d5cc79089fe4df77b6d2612f47236c110aef6b65fdf53c

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=sha256:1caa991ad5845a0ff7312c6c5046b97a94000c523e3dbc455696917e0f467119

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:b8e8340eb9b7147b329dceb9dcf5caaeb50f8f059b03b350202475f7318b2f87

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:d83321b31514e4e4fa73806191a3a99ea7158887aa0182f5c5d005c67580fcd7

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=sha256:580ac70e515518a4b4f91d6f9a743c2497aec9db76c23f453cf54b92c5e04a6e

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=sha256:4b56b2d45c637421f63b8868d038bdce0866a93b2ff6d0f96aeae627b8ead4dd

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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source=pdf_text observed=2026-08-06T04:28:23.067360Z digest=sha256:4ed8c50e3da0df4e9f4d0e892ed0d75450a8103815c3f9c599c6ba7c2baf867f

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:b374918eda8299ebc58405e40f96304aef0093b9e37e8246fbee3786f422faf8

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:ceaa2e419b4b6ffd18d3808dded550e1c4121ed96714d14b735657c2bd371291

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:dd48425478c533fd6216cce7547c2b7714808f259551aee61242c29894294cda

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=sha256:9cec1a56ada64deaee08c488d1b473eb5f2200f4fc634667b25bb69d72b96c33

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:c0adc2c9983ca5dfba12114109626ba761fc6a25c4516d9d196e783d3826b911

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=sha256:0167d1de04544760adb1e81a9caa9138f51a9c0758f21514066d1eb5ba8a716c

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=sha256:20ed176e7d825a403d4017b59d436b9b48198c83a434c3ebc771d39a28f1dbb6

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=sha256:50c7b63180b03d30f4bba7176ca250391c08e9f2c0a610b700407a21cbbb5f01

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=sha256:069c3d7611c154fce63b784b1236af0df74ca7d010d36ce26ed0b7b61104f18b

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=sha256:4b16442f7f4a9418b0e7dce8aeb6da87ea21be0ebc3e6af67065f7e013b8ed29

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=sha256:3d586e7bad89d8e16c2cbf88269e287e5235ce49ca10f1cf2d57c5934803e5a3

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:c2391d1cc22aaf295fcb5924fb292cd6d809b7cdc0482849b78e7343b7d28c87

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=sha256:3023ed495a2a55fc94d38600ba4086b6d8dc133abda5c23b26ac16cd11405b46

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=sha256:618f7abff917728dd10294ca925b5275877fe80359a5047e80f3c9bd5874c0dd

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=sha256:4cde1ffb92f8e1406d3d88145969143d0b47b18aadec6de6d5c7bb5e3bee2492

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:ef6cc6984c7e2debaf2c25fe7e8f93e2557d1584afbada282fde9c114e737aaa

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=sha256:491f1c311091bbebf0b70c3bbd73647d6eed1b3b0951227d315407aa6fbebfa2

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=sha256:8b4d6a3c0b6157184defd5e089de16e4981d3f03cb6d91257faa906b60de17a6

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=sha256:6885a66fe42ab5b0b6a03f4502a745d15a474192adc9a0fec738c0f5f34bce88

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=sha256:49d7a9de2e6a4fd84eb90002070fb267e7299c8d7e72d652ded780ff7e76aa64

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:d83de1360ef7a0cbc70bff0adb2c3519d159e72e1b18687033eba1b782eecf6e

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:b6d99743582d3f0db078d8689b02f3525dbcc2af753b5710f058d07a2303e7d9

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=sha256:83bb21c031c208bfd34428580559fbdb965a7f03c8a3b8054f7b2151d2a83845

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=sha256:49325bfeaab8439c574099657a24a746bc275560b16590d1758f5b26e943b55a

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=sha256:979cc145e8fc121f4cd9fd7ddc6d0bbc045b124fa869c562cc92d0edb6f6f317

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:a07118e025f3b06efa2390cfa4a7b32b29a06d2525465122c6bb9ddb06935f43

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=sha256:9d0c522945e3fa6bed65d1ab24d4b84656542367aad917eb81489bd92c8146b1

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=sha256:42cd016e2e1fc94ab961b25718614a0513dee9a7015dbf14796c5607b0ed8b2e

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=sha256:9e2149c7319cb7359bc86e1bf5db38c8eb133a015b9b8b59c601adef35f84f0e

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=sha256:7e6c8f419d8ee6efaeb8187d548644e1e038b50cbe82cd707509db34e68f4990

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:b152984d3924edd58f3cbd0437ed94476f2c02b1c3c07ffd635609c2e6c23174

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=sha256:15db7ce034232efa55453f933d46adf37ef633ff3369555d9e4ecaa36ff6cdab

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=sha256:45a6e87df697293d9f6164f792f804be69af14b4dd90c698beae5ba2b2eb4f10

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:a9e46e2f9b881d1e56c3873564915d3e609d63c6e7b6fd33ab33cfb458d41128

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=sha256:4b9a04d0dee0dafacb8e3a9824967c13bb9ca305907142e5b4e9734750b7873f

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=sha256:44f3bc93fe43b122dbed797695ed081e338e5b651b7a6df6fd21104bd51dd81c

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=sha256:5b8ec974b821f408f0db5681ef934f3105334c4b0102419545e03d4d1db4fd3a

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=sha256:19e66f80755e3fe9190d89158c039b48eccc7c2697ac466d69a730d45c2f0d4e

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=sha256:71adb0af83f322c4a1227ae01c40cc07f8c48ded9cb24d42c1ef73b6c1076a37

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=sha256:6dae915fef770d322546c03181315126848aff8dd00147b432d21d5a67b6c8b7

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=sha256:5bb15a8b617e2735bdebbec86da1ce6e417121515558622a561998c061cbc939

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=sha256:4d9939e7045345b4d7b6b52564c81493a4cfb1013bbe67ea8b2aefde22505c2b

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:cca6e29323a4d90d3812f5d2ef6d41fcc84336056132c068607eb5544dfb47e8

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:bac8049245b6d11673b8ba7ca5cd8399984d16e5c145b12aa299062e541a14df

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=sha256:3711700ad9ac5501e5c6c96e36d3707c8d684678b87fa0d5d7d72747fc2e889b

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=sha256:7fc1b8e6c671a8e244bf87dcc9b0942e7492b34bf83a1adb383483bbfadd6ce4

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=sha256:275b9b7fec17aa0e26a6ac5178f12669d3a041129ae5baaed147d6369d04c24b

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=sha256:24c4d137f8443ea8923fc0e4a5c7621277cf84146abc1e60705a4d28ba15f8ab

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:a0d84939aa2493dd276fc901712e0844e8a5acf01fe91b3a39302e9f095934df

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=sha256:9b47b23df449943b6383c7dd90e4f7b49f6257b12a37c304a1d26aa153fcfafc

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=sha256:528bb28e58081df11bc402a0cfed0955bbbccae89d5c06ccab629b1669731145

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=sha256:37860f5accf734f16c13814edc6cceb0c74e7ca7f547c9332c2ddfbe59c4ee66

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:f94a92156122eea916cf190005f825b2a537a953a71aa8cd92322bb8571a62e4

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=sha256:8dfa639a3b9589ed858ab82eae548fc7c037e44b0259332416965431faebb4fe

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:bd59999cb4127e562809e1b9d7826c5b20fc29554ce358adbab52ea60d724637

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=sha256:6658d24c00b8bde7b44e8259103dea0dbc0cb7dbeb5c66af701d3a97b5240837

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=sha256:51413e2f2a1f21e394e2291344a1bdcdf8c04da32837b620d6e4d780191e7640

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=sha256:4761e2f606cdeb0460dead16759eea6f6f0d85ae760d2483d3a42588f6386fea

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=sha256:9d3e53c033f18d540b097cf90993119003c4743f75e064b3ba6cf2caa88b2beb

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:c28da5914af19daf821574a3f304c9299c78470dd7e5de05bef39e8a2551b31f

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:d5d6053ca8e41d0c7052daa41d79b0d5e2e0fb418414f68be496876ec5c3b219

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=sha256:92352a1c0d685393aec475626fcff01bf0d0bd3fd556054f69e500ee8063241a

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=sha256:46dee22ad601c7257547377734afcf83efb243aeeb9a5701f662812cc0a37e71

Pith citing papers

No inbound Pith citation observations are available.