Paper Citation Record · LEDGER

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning

As of 13 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2605.27310.

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

pith.paper-citation-record.v1
2605.27310 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T18:19:40.323661Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-30T21:38:08.608340Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

verified exact13
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3dd08ca0-8425-41e0-a0e9-95a3899708ac · outbound

This paper cites Qwen3-VL Technical Report.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Qwen3-VL Technical Report

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-06-29T18:23:50.688850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 348a80d0-11ff-4c90-aff6-3db1a4d152f6 · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f08ef09-1647-4115-9d24-6dbfe995fd19 · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

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Observation 242bab3d-42aa-49d0-849a-45fdb372b92d · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-06-29T18:23:50.691296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2eedf577-e12c-48af-ae79-3b8247e1e6a7 · outbound

This paper cites Think with 3d: Geometric imagination grounded spatial reasoning from limited views.arXiv preprint arXiv:2510.18632, 2025a.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Think with 3d: Geometric imagination grounded spatial reasoning from limited views.arXiv preprint arXiv:2510.18632, 2025a

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:23:50.667321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8c5b67d6-ac9e-4c79-b641-4a7fc60a7294 · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ae30ed4-f04d-4cfb-b719-a72c90bb89a3 · outbound

This paper cites Emerging Properties in Unified Multimodal Pretraining.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Emerging Properties in Unified Multimodal Pretraining

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-06-29T18:23:50.661816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 78146988-1f12-4e74-b914-132dd2518d34 · outbound

This paper cites SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-06-29T18:23:50.686391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a4b2b6e6-7c3f-442c-9d88-65bac298cf8c · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69a50e7a-a27a-426b-8448-648e11a19133 · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e45465a3-ecc2-437c-b3b8-39cfdc143f7d · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

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Observation fd83d925-ee9d-41af-9ded-f73f6b3a706b · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

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Observation eabba675-f5fe-4290-97aa-aa6886716286 · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8737088-92dd-4d1e-bd3d-f4dc09fc2394 · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bfbd459-9464-431b-9e35-5019b30701de · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44fdedd9-251c-4262-a198-b6f0b9458c61 · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ba89a69-4dea-4536-a222-9954741a6f6c · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaae50c0-09d6-4294-91d0-c03f773b6f88 · outbound

This paper cites Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-06-29T18:23:50.680893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b19625ec-1ce9-4422-b2ba-bc1869d8ca6f · outbound

This paper cites Tuna: Taming unified visual representations for native unified multimodal models.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Tuna: Taming unified visual representations for native unified multimodal models

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:23:50.672677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation de90a6bd-cdd4-46d2-9451-94e40f4ab370 · outbound

This paper cites On the faithfulness of visual thinking: Measurement and enhancement.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning On the faithfulness of visual thinking: Measurement and enhancement

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:23:50.675174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d4477653-4d6a-4fd8-9643-6576f37facb9 · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

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Observation d320b631-8431-490b-bb25-79c4b7d283dc · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:23:50.683511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8de9581b-c8bb-4c7b-a79a-4d47e2a7520e · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45797a99-c0b8-4573-8d41-c7e65b249fc0 · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

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Observation 549e4634-a0c4-4941-8f20-a0b7a8a22075 · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fecc4a5a-f9d3-4d1d-a18d-3c133eaf00b4 · outbound

This paper cites Towards cross-view point correspondence in vision- language models.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Towards cross-view point correspondence in vision- language models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:23:50.669993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 76ececa2-e4ed-44aa-be9f-33c49030e597 · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ffac8d2-4516-4e8e-b5a6-9562c2514e9f · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

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Unavailable: canonical work link unavailable.

Observation 179039e1-a077-4cc9-860f-8e96cfea2ede · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

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Observation 5bb566fc-f590-4140-a412-deb0452517a4 · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30f171c9-5550-477d-b10e-386c8c6a3a32 · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 163df406-cacd-4f23-9923-1dc5599c9bc8 · outbound

This paper cites an unresolved cited work.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f6731d0-2cb5-46a0-8379-006a217dc5c9 · outbound

This paper cites When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-06-29T18:23:50.664354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ec4655f5-24ac-495b-9951-0dc8b407ad74 · outbound

This paper cites From Where Things Are to What They Are For: Benchmarking Spatial-Functional Intelligence in Multimodal LLMs.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning From Where Things Are to What They Are For: Benchmarking Spatial-Functional Intelligence in Multimodal LLMs

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-06-29T18:23:50.658839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 973e3003-c948-46c9-94b5-f531e1ed3ed5 · outbound

This paper cites Think3d: Thinking with space for spatial reasoning.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Think3d: Thinking with space for spatial reasoning

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:23:50.677720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6570a2c6-f5b5-47f8-9291-8d2452c90763 · outbound

This paper cites online" 'onlinestring :=.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning online" 'onlinestring :=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1436ab21-ad17-4501-9848-73b8f80678c5 · outbound

This paper cites write newline.

How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning write newline

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-29T18:19:40.323661Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0d11f08f-6272-47f8-8f0b-86454827cea6 · inbound

See2Think: Do Multimodal Models Really Use Intermediate Visual States? cites this paper.

See2Think: Do Multimodal Models Really Use Intermediate Visual States? How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-30T21:38:08.608340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.