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Paper Citation Record · LEDGER

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding

As of 23 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 12 inbound Pith citation observations for arXiv:2412.00493.

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

pith.paper-citation-record.v1
2412.00493 v2

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:26:19.763700Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:59:11.071380Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T01:00:51.358037Z

Reference resolution

57 of 57 outbound references displayed

  • verified exact0
  • verified fuzzy34
  • unresolved21
  • parse uncertain1
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8877d8d5-9b7b-4c2f-a68c-b79cd714b710 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Gemini: A Family of Highly Capable Multimodal Models

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.528763Z digest=sha256:031eaba62acc9012a363361f2aca6ded407f393e3c1dfd98cf9751f7ae74838b

Observation f390bf75-f74b-47ff-9b99-688b48be521b · outbound

This paper cites Scanqa: 3d question answering for spatial scene understanding.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Scanqa: 3d question answering for spatial scene understanding

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.484056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.533863Z digest=sha256:c479a1c3baa9b6ea81eaa684c575aa915c00f7e646ab7956fc675a03e74c9c90

Observation 7fcd4a09-f3fc-4b44-ab77-dce2bc4a78b8 · outbound

This paper cites 3djcg: A unified framework for joint dense caption- ing and visual grounding on 3d point clouds.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding 3djcg: A unified framework for joint dense caption- ing and visual grounding on 3d point clouds

Reference 3

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raw_fallback, observed 2026-08-12T05:26:20.470793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.538516Z digest=sha256:4c7a83793799b87a7f158e29fe80b25b3b364c9f0e70080507d7c35f3ef79570

Observation e685faa3-2175-4ab5-b915-ce2ff4f6bee9 · outbound

This paper cites Guibas, and Fei Xia.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Guibas, and Fei Xia

Reference 4

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raw_fallback, observed 2026-08-12T05:26:20.457559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.542906Z digest=sha256:887e08c26efe806d511ce6c0ef53b98b1a16ef09e8de39d74da9d97e67c47689

Observation b0c42af2-40ad-4956-a903-0094a211f815 · outbound

This paper cites Chang, and Matthias Nießner.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Chang, and Matthias Nießner

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.547045Z digest=sha256:68ba7d3fba32d8bade581feaf12903278b7400d162b81d61dce86e67f77a7773

Observation b3d87e49-2dad-4b71-8073-7582904abb67 · outbound

This paper cites an unresolved cited work.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Unresolved cited work

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.551280Z digest=sha256:811ff2cb64b94a50ae757d2b27b7919502c3fadd34e213f446e5cba96305f20f

Observation c2e5edaa-2613-4029-82c5-9f74a70e139f · outbound

This paper cites an unresolved cited work.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Unresolved cited work

Reference 7

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raw_fallback, observed 2026-08-12T05:26:20.419515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.555094Z digest=sha256:248429f9777a2ababfc0cef310e547de707f2730657c248f3d0019f28ac32539

Observation bebb84cf-978f-4307-b76a-9a3283f00fc2 · outbound

This paper cites Language conditioned spatial relation reasoning for 3d object grounding.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Language conditioned spatial relation reasoning for 3d object grounding

Reference 8

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raw_fallback, observed 2026-08-12T05:26:20.406810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.559497Z digest=sha256:28b5c683f097dd288c56d229ea97136cb72c66ef49071b7b7e48e2868aa6c016

Observation 3d27d9f4-8102-4ca0-bb97-b9b222df0427 · outbound

This paper cites LL3DA: visual interactive instruction tuning for omni-3d un- derstanding, reasoning, and planning.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding LL3DA: visual interactive instruction tuning for omni-3d un- derstanding, reasoning, and planning

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.563326Z digest=sha256:ea351d5f7ca84a016e868966d0cd9dffefbfcbda7aa2dbba88aad127a8d66635

Observation 64981b8e-d522-4f13-bfcb-628ef9b5f471 · outbound

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

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Grounded 3D-LLM with Referent Tokens

Reference 10

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no resolver link, observed 2026-08-12T05:26:19.567697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.567697Z digest=sha256:539cf5b21eaaf1b29637e3ac53e451b89a65557bc1047d5d4ba90633c2a1ea5f

Observation 8a73b7cd-cad0-4227-b25a-ed94845beb48 · outbound

This paper cites Intern VL: scaling up vision foundation models and aligning for generic visual-linguistic tasks.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Intern VL: scaling up vision foundation models and aligning for generic visual-linguistic tasks

Reference 11

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raw_fallback, observed 2026-08-12T05:26:20.381105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.572980Z digest=sha256:fc752a3b5daf7c0097e6da2d4250d849e1dcdb29b250e7edb9f0dbd4ebed75ce

Observation f7b8c156-85f8-49e1-8e0d-a9c16700aee4 · outbound

This paper cites Chang, Manolis Savva, Maciej Hal- ber, Thomas A.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Chang, Manolis Savva, Maciej Hal- ber, Thomas A

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.577793Z digest=sha256:2c5b7b9c62c86d7300dd55e7bd298008c2ac6c54f759f23bd19dbdf0530ce115

Observation 8f6c05eb-9542-444b-88b4-bca6494f8448 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding An image is worth 16x16 words: Transformers for image recognition at scale

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.581745Z digest=sha256:d4324f2311f970cdb09d16740aa156ff4c51aed374a8d12223855d442d408d8d

Observation 2cec3e35-4029-4ede-9680-12b6169a77db · outbound

This paper cites The Llama 3 Herd of Models.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding The Llama 3 Herd of Models

Reference 14

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no resolver link, observed 2026-08-12T05:26:19.589672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.589672Z digest=sha256:a5d9910a5d3e7f3c3daae24897c94a5ae6e34ee9c1a21e87232b75c9b2871e72

Observation fb9650f3-8338-44f2-95a8-698d8cf91340 · outbound

This paper cites Scene-LLM: Extending Language Model for 3D Visual Understanding and Reasoning.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Scene-LLM: Extending Language Model for 3D Visual Understanding and Reasoning

Reference 15

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no resolver link, observed 2026-08-12T05:26:19.593868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.593868Z digest=sha256:16a173c2eb69188e2866ff42cf69dfa518ec14b7dc3a9647b632b5be81617b9b

Observation c3ff64a6-c90a-4a73-9ece-323b7e22b0a3 · outbound

This paper cites 3d-llm: In- jecting the 3d world into large language models.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding 3d-llm: In- jecting the 3d world into large language models

Reference 16

Resolution
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raw_fallback, observed 2026-08-12T05:26:20.335860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.598085Z digest=sha256:ba001a6da839407c92deaddbc6f75dc35f5528a4a219e9853e0c857349024686

Observation f82e33e3-62e5-412a-8276-a6204f0f24b7 · outbound

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

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.602076Z digest=sha256:c40d6d418199b95c56fd49ec73343da72628a1f40a49e114bbd505a07ca8ba82

Observation 599d0e1f-4988-4d43-b4fa-89a4aa9731b5 · outbound

This paper cites An embodied generalist agent in 3d world.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding An embodied generalist agent in 3d world

Reference 18

Resolution
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raw_fallback, observed 2026-08-12T05:26:20.324038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.606516Z digest=sha256:e88eacd9e9e17f32f16a712e72bac6d94bb0f177a7c9a68b90635b3335ea8bd0

Observation b9a8c148-edc9-43d7-a551-e7be0aadae39 · outbound

This paper cites Multi- view transformer for 3d visual grounding.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Multi- view transformer for 3d visual grounding

Reference 19

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raw_fallback, observed 2026-08-12T05:26:20.299841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.614299Z digest=sha256:4bb744015b9ab706cea3e6483dbf83e9992418f622899b9b8406a8e9881c15a2

Observation 12b43e78-d485-486a-899d-56e04ce7f700 · outbound

This paper cites Robin3D: Improving 3D Large Language Model via Robust Instruction Tuning.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Robin3D: Improving 3D Large Language Model via Robust Instruction Tuning

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.618414Z digest=sha256:e3e4feec10bf4c083326daa35fb831c5e54e0a0407aa7a2e4801204d435dd0db

Observation f4d9ba2e-890f-4984-92e0-21f24b917066 · outbound

This paper cites The budgeted maximum coverage problem.Information Process- ing Letters, 70(1):39–45, 1999.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding The budgeted maximum coverage problem.Information Process- ing Letters, 70(1):39–45, 1999

Reference 21

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raw_fallback, observed 2026-08-12T05:26:20.288134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.623700Z digest=sha256:33f8ecf34f1adec2bb02dfdfe3d41bf8d5f5ea2c67aac34a7eddf0b48197bb39

Observation c3da25e1-c635-4943-889b-e8c17fdaddf3 · outbound

This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding OpenVLA: An Open-Source Vision-Language-Action Model

Reference 22

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no resolver link, observed 2026-08-12T05:26:19.627405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.627405Z digest=sha256:a97e8b3233c2a3bab6fb224bda73d92090db95922b2b7a1a80d231a627d31dee

Observation 90534326-cfc1-4102-81f9-e41489960c3e · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding LLaVA-OneVision: Easy Visual Task Transfer

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.631614Z digest=sha256:f1bb5dd8b3f0696133b9bd42c39475b7fc99bbc6e91a1fde04a61ffca09c0408

Observation 68e9609b-219f-4beb-8668-26cc1a514994 · outbound

This paper cites an unresolved cited work.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Unresolved cited work

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.635864Z digest=sha256:25d6947eef8af549e8877d67bf294085461346fa68fcccec3d0999b38120afe4

Observation c9a8f55b-b79c-4c41-ace9-3cb9e484c3e3 · outbound

This paper cites Mvbench: A comprehensive multi- modal video understanding benchmark.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Mvbench: A comprehensive multi- modal video understanding benchmark

Reference 25

Resolution
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raw_fallback, observed 2026-08-12T05:26:20.263002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.640985Z digest=sha256:60ebc043d46d64e8f165c276a147868baf9730e63273f4c3c28b293aeec56820

Observation c14c733d-09e3-42b6-83dd-9547ef8d1f6a · outbound

This paper cites VILA: on pre-training for vi- sual language models.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding VILA: on pre-training for vi- sual language models

Reference 26

Resolution
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raw_fallback, observed 2026-08-12T05:26:20.251113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.645440Z digest=sha256:3669d3295bb6d13ac185febcaf5b3d046f1664fa83dac494fe6f12800d5c7736

Observation a12a8f55-5848-4ce5-998d-15c55039cc4e · outbound

This paper cites Multi- modal situated reasoning in 3d scenes.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Multi- modal situated reasoning in 3d scenes

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.238774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.649121Z digest=sha256:6e88907e7792161f26aebbcc74e2051b719ad2d8e9b80ee0522c941179837f0a

Observation 79d48281-b306-48e1-ab6a-3d2d66438a15 · outbound

This paper cites Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.652755Z digest=sha256:ab1c713574d88a0f754ecac5bb3cd9ab3a0692c0388fda6823e3c81557d6bce4

Observation d599c639-00b2-4896-b576-4dc0849cfe42 · outbound

This paper cites Visual instruction tuning.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Visual instruction tuning

Reference 29

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raw_fallback, observed 2026-08-12T05:26:20.226343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.657190Z digest=sha256:c9e0959da946cb39c904841d2fc8d8fd9f7d3780005a7f077d013410eb52fe1f

Observation e9ab469b-1570-4b36-a5ef-5d045d1d3b1d · outbound

This paper cites Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution

Reference 30

Resolution
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no resolver link, observed 2026-08-12T05:26:19.660952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.660952Z digest=sha256:8eef9fbd4d40cf55c205cc821563241cf7d85948f8c1d5328c796071bcf6c2a3

Observation b61d4049-8934-4e47-beb4-c54b5f41605a · outbound

This paper cites SQA3D: situ- ated question answering in 3d scenes.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding SQA3D: situ- ated question answering in 3d scenes

Reference 31

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raw_fallback, observed 2026-08-12T05:26:20.213754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.664761Z digest=sha256:fce75b36b4e9fa1edbfcc609fc90a1ab9e015aa7ef259ec3571c86d7f24b80d9

Observation 3f945e42-0fe6-46fa-9aa8-0eb9c9519b90 · outbound

This paper cites Openeqa: Embodied question answering in the era of foundation models.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Openeqa: Embodied question answering in the era of foundation models

Reference 32

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raw_fallback, observed 2026-08-12T05:26:20.201043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.669415Z digest=sha256:b1136f5977f7e7362cb61589b16c73d7420892f9cb6801497ebb6419b21159e7

Observation f5b47376-fa21-4202-8631-d992952119f1 · outbound

This paper cites GPT-4 Technical Report.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding GPT-4 Technical Report

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.673528Z digest=sha256:f8c3e353e21a8e06904877dab6c085ab71024ee18607a58d6fcb0074d56df0ac

Observation 086660a2-e875-4904-a7e4-89324de6cea1 · outbound

This paper cites Mask3d: Mask trans- former for 3d semantic instance segmentation.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Mask3d: Mask trans- former for 3d semantic instance segmentation

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.189324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.677690Z digest=sha256:a87dea71f1a01f6d1f6b6a19ef7397ad0ba4bd524294e813272d868852c520fb

Observation bac8b147-e9c3-4e62-885b-61a83f3a8f49 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Representation Learning with Contrastive Predictive Coding

Reference 35

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no resolver link, observed 2026-08-12T05:26:19.681759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.681759Z digest=sha256:528bb647bd09e63db9ecb8e19c7b6fdcf0abb6016140fb7888e7ce3a95093b80

Observation 98b54314-aae9-4b88-abc0-04277f916161 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 36

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verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.177490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.686682Z digest=sha256:ebfbf4fc75fea46ce4f36079f6a374d9e600508003f5d94a751bd1ba397988d6

Observation cff1c11f-7e9b-4164-81ff-c6a424e112c9 · outbound

This paper cites Lawrence Zitnick, and Devi Parikh.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Lawrence Zitnick, and Devi Parikh

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.165280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.691509Z digest=sha256:8b094b121c29af25f576e36935844662ab62572b15b4107155c29aa6af0440cb

Observation fbce2f75-bd48-45c4-8f80-f34edc7488c7 · outbound

This paper cites RIO: 3d object instance re-localization in changing indoor environments.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding RIO: 3d object instance re-localization in changing indoor environments

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.151929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.695353Z digest=sha256:62365fd13fd926a63d3979712026a98bede42fe5ed64d9d1ded0611090b2e11a

Observation c65460b7-88a2-436c-bc0e-8cb8f8c5e46b · outbound

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

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 39

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no resolver link, observed 2026-08-12T05:26:19.699005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.699005Z digest=sha256:b884fb0be4121222023b251fdb3877ec6efd22f1a26f850606fe45a8d9c75383

Observation 0db3730d-6d90-4267-8779-d8710368023b · outbound

This paper cites Chat-3D: Data-efficiently Tuning Large Language Model for Universal Dialogue of 3D Scenes.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Chat-3D: Data-efficiently Tuning Large Language Model for Universal Dialogue of 3D Scenes

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-12T05:26:19.703017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.703017Z digest=sha256:cafafff5a82ec385df0939c006bfe18aeeba981ca9f429b62397e383c58d928c

Observation 08ccbae5-c6fc-403c-bf7d-f4681a58639c · outbound

This paper cites Unleashing large-scale video generative pre-training for visual robot manipulation.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Unleashing large-scale video generative pre-training for visual robot manipulation

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.139782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.707464Z digest=sha256:aaf64fb5a4d7769f14d3f30dce5d1c221ecbdcecad4320c4c1f82ae9311cfc85

Observation 08991898-4268-4499-a3a7-b6eaba3c4f16 · outbound

This paper cites Pointllm: Empowering large language models to understand point clouds.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Pointllm: Empowering large language models to understand point clouds

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.128160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.711484Z digest=sha256:7aadde06cf5d73f0c102a3c2fadc98e9c390f1bda43f649d9df112717162a6b3

Observation dbc7b6b9-57b6-4383-98cd-9f99f5584892 · outbound

This paper cites Qwen2 Technical Report.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Qwen2 Technical Report

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-12T05:26:19.715463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.715463Z digest=sha256:57120d462b708dd6d33c743882d4ac0fb92f936ebcf1badf9931a8b5b331852a

Observation 36c9e5d1-6395-421b-a21b-7d656022ced1 · outbound

This paper cites Scannet++: A high-fidelity dataset of 3d indoor scenes.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Scannet++: A high-fidelity dataset of 3d indoor scenes

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.116197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.719377Z digest=sha256:d59d1d48d003f07dd0bcdcd675abc6896349af96863c5efd4d2fd735d6c7c05b

Observation 861e3871-867e-4a4b-9e5c-337351f765a7 · outbound

This paper cites Video-LLaMA: An instruction-tuned audio-visual language model for video un- derstanding.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Video-LLaMA: An instruction-tuned audio-visual language model for video un- derstanding

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.103316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.723081Z digest=sha256:59ab612c23e050ac254c2655e8a4d05e6a0b9bcbac2cd75cce4eebe5bcc2a8e2

Observation 0db287ca-307d-4243-8995-3398c5513ad7 · outbound

This paper cites an unresolved cited work.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:26:20.089161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.726746Z digest=sha256:9023a15aedaf43571a854f6dded6d3ebe621968645ed82dd63171930c1415dd0

Observation 18522524-38f7-4c96-bc66-9c1e775d4560 · outbound

This paper cites Video instruction tuning with synthetic data, 2024.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Video instruction tuning with synthetic data, 2024

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.077621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.730587Z digest=sha256:2c3926190052d6ee99d6c6a06c1509895b2a945bf4222a16e535d2a7d7f46cd5

Observation 62b66678-86f0-4874-8129-8420e6eaa992 · outbound

This paper cites 3dvg- transformer: Relation modeling for visual grounding on point clouds.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding 3dvg- transformer: Relation modeling for visual grounding on point clouds

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.065206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.735053Z digest=sha256:968b57c2a9bfc321909fd17c032a28f1cbd5cd88f4ccdf5fc85d408f9330b2a7

Observation 39cc2573-ba74-45a5-9013-3404aef4e92c · outbound

This paper cites Towards learning a generalist model for embodied navigation.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Towards learning a generalist model for embodied navigation

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.051470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.739504Z digest=sha256:008a5113fd341d009a2029fa584f2201cf1766a3f994f18e93fb2d38bcd16c07

Observation 676546bc-40b0-4bcd-bcc4-bb54fa735bdb · outbound

This paper cites Scanreason: Empowering 3d visual grounding with reasoning capabilities.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Scanreason: Empowering 3d visual grounding with reasoning capabilities

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.037525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.743443Z digest=sha256:67cc4d2d4693aced35f5e85d323057e613736440018d61a9a4c55091353502e3

Observation 88242134-1269-491b-a8a9-efc1291d4763 · outbound

This paper cites LLaVA-3D: A Simple yet Effective Pathway to Empowering LMMs with 3D-awareness.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding LLaVA-3D: A Simple yet Effective Pathway to Empowering LMMs with 3D-awareness

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-12T05:26:19.747590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:19.747590Z digest=sha256:9c8788e6c0de5b05c8b357f66e4f0e6c550aadda3cfb5ca3076ef7ede2baea71

Observation a6a56442-6815-442b-b74e-271e088112a5 · outbound

This paper cites 3d-vista: Pre-trained transformer for 3d vision and text alignment.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding 3d-vista: Pre-trained transformer for 3d vision and text alignment

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.024539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.751825Z digest=sha256:eb70ab98f07c7fa2c59751139d30a83cb5340b7cc4e66bfa819a0b39cc48ddb6

Observation f09a9d05-930a-4648-a5fa-651c141dc30f · outbound

This paper cites Unifying 3d vision-language understanding via prompt- able queries.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Unifying 3d vision-language understanding via prompt- able queries

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.010380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.755795Z digest=sha256:afe94ad3c5666f0905aa6c26208db3505f597be8fd3084536500f6ddc1aa1932

Observation 14b9ca5b-87fa-4197-9d54-6a645cba941e · outbound

This paper cites sos” and “eos.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding sos” and “eos

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:19.996535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.759496Z digest=sha256:00f26924e572b5d46ae341a6a3ea7c9acee8e68df593588c69ed4eca45884673

Observation 02f8bf64-0933-4f8f-842b-ff07a356618b · outbound

This paper cites ZT” denotes zero- target, “ST.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding ZT” denotes zero- target, “ST

Reference 57

Resolution
malformed identifier
raw_fallback, observed 2026-08-12T05:26:19.981988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.763700Z digest=sha256:01943aa0103b848aa618c60b4b7b0208137e33de61b489801a5c80ea9109bf32

Observation a89ac1e7-e156-434d-a51d-0dd70c3ce81e · outbound

This paper cites an unresolved cited work.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Unresolved cited work

Reference 2021

Resolution
parse uncertain
raw_fallback, observed 2026-08-12T05:26:20.348445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.585725Z digest=sha256:2336b6b28d130fb20faff59d89cce7b860a979c313a9771ca9ffa56479c912ea

Observation f3ac7b5b-73ec-45fb-ab0a-464dc426e83d · outbound

This paper cites 1, 2, 5, 6, 13, 14.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding 1, 2, 5, 6, 13, 14

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:20.312225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:19.610352Z digest=sha256:966d894a4ad648e81901f8d285e408421be9d273b2da8f45301311e9d1b8918f

Pith citing papers

Observation 0c04a790-97a6-474a-b317-50b3f1a42402 · inbound

The Internet of Large Language Models: An Orchestration Framework for LLM Training and Knowledge Exchange Toward Artificial General Intelligence cites this paper.

The Internet of Large Language Models: An Orchestration Framework for LLM Training and Knowledge Exchange Toward Artificial General Intelligence Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:34.122621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:34.122621Z digest=sha256:d9d2bcf3bb6335e63e5e82fb891b0668d11d5fa480a78c9410eba129bdc0ca25

Observation 950c6378-f069-49eb-9012-56ffe44cb7b6 · inbound

Dynam3D: Dynamic Layered 3D Tokens Empower VLM for Vision-and-Language Navigation cites this paper.

Dynam3D: Dynamic Layered 3D Tokens Empower VLM for Vision-and-Language Navigation Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T20:59:11.071380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:59:11.071380Z digest=sha256:c8d2cf119ff09e235624da59d061572c75f571e6352d822c3002eab9a59f9260

Observation 8f1dc900-6b44-4a4c-97c7-1fb7e79d48b9 · inbound

LLaVA-4D: Embedding SpatioTemporal Prompt into LMMs for 4D Scene Understanding cites this paper.

LLaVA-4D: Embedding SpatioTemporal Prompt into LMMs for 4D Scene Understanding Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T20:42:46.768759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:42:46.768759Z digest=sha256:be1c0c1b9bfb6fbe8a76ee5f0dea6d8e72b575032c4e4163608260840a7f8693

Observation 31acac97-89dd-432e-855f-aef3ea07a7bd · inbound

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

Uni3D-MoE: Scalable Multimodal 3D Scene Understanding via Mixture of Experts Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T13:46:13.494993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:46:13.494993Z digest=sha256:5bf4e10713508242ae3b4d45a379c3b868a65caa70f67417b266575e42d47d91

Observation 0c60e752-4b9b-46f1-8d89-b0217515b7c5 · inbound

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence cites this paper.

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-16T08:34:36.872348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-16T08:34:36.824053Z digest=sha256:69193032b8b9e30ba632c2fb4ab9bfd426c04985062111b65c78b029cb74ac8f

Observation a4c06c78-5058-4645-811b-0778b0d90f73 · inbound

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence cites this paper.

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-22T01:00:51.361125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-22T00:59:13.826054Z digest=sha256:2ed2554afc032c7277b126dda3c1eb2b2ab644b8c364e550feff87ac40dd4db7

Observation 3eabc801-a4d0-4b7b-ae40-b2bc915861bf · inbound

SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing cites this paper.

SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T10:50:52.802988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:50:52.802988Z digest=sha256:e20ae7a5fc593be0eff4da3782e13a547ef4e01fcd180ed9b8a33883d38ce1fa

Observation 2d0cd3b5-f8a4-4fb0-95d8-c5b13fa3842e · inbound

Why Do MLLMs Struggle with Spatial Understanding? A Systematic Analysis from Data to Architecture cites this paper.

Why Do MLLMs Struggle with Spatial Understanding? A Systematic Analysis from Data to Architecture Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-05T11:40:24.704510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T11:40:24.704510Z digest=sha256:28f3b3910326ec5756f146ffc10839a080d92bba88691661b847d270ef1345fc

Observation 9f03306a-48ba-4fb2-813d-0922a73fea03 · inbound

MAG-3D: Multi-Agent Grounded Reasoning for 3D Understanding cites this paper.

MAG-3D: Multi-Agent Grounded Reasoning for 3D Understanding Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:51:19.088377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-10T17:25:31.097385Z digest=sha256:c4a733b16a1bcd610b2f5448981976396fbe7aef8325f92fbce7f134f1a94ffd

Observation 6f6f27bb-e7d2-4e8a-8ae7-ca3dc3495693 · inbound

A Progressive Training Strategy for Vision-Language Models to Counteract Spatio-Temporal Hallucinations in Embodied Reasoning cites this paper.

A Progressive Training Strategy for Vision-Language Models to Counteract Spatio-Temporal Hallucinations in Embodied Reasoning Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding

Reference 15

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T09:41:01.809714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-10T15:53:52.775348Z digest=sha256:3c32401caeb72fe4379e2cc5251dfa73cd01c00c33fa445ea7e12e2c351215ac

Observation 40688cb6-5a6f-412d-afde-7fe87b94e9ca · inbound

Seeing Once is Enough? Online Geometry-Aware Token Pruning for 3D Question Answering cites this paper.

Seeing Once is Enough? Online Geometry-Aware Token Pruning for 3D Question Answering Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-11T21:50:49.625343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T21:50:49.625343Z digest=sha256:077a6a0dabf610a4801b57796130945496053476cb02ba6aa06188032560ffca

Observation a34fcf9c-3f7f-4b4b-b317-abf2803f0958 · inbound

Multi-View Relational Distillation for Spatial Reasoning with Vision-Language Models cites this paper.

Multi-View Relational Distillation for Spatial Reasoning with Vision-Language Models Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-12T15:33:29.383190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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