Paper Citation Record · LEDGER

Omnidirectional Spatial Modeling from Correlated Panoramas

As of 7 August 2026, this Paper Citation Record lists 100 of 119 outbound references and 2 inbound Pith citation observations for arXiv:2509.02164.

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

pith.paper-citation-record.v1
2509.02164 v1

Coverage vector

measured 100 of 119 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:56:37.989207Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T16:57:03.172340Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T16:57:40.144397Z

Reference resolution

100 of 119 outbound references displayed

verified exact3
verified fuzzy1
unresolved92
parse uncertain0
malformed identifier2
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 53bf6356-a12f-4681-9f28-237c7dc6c33f · outbound

This paper cites Qwen2.5-VL Technical Report.

Omnidirectional Spatial Modeling from Correlated Panoramas Qwen2.5-VL Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.684809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7719e9c0-c574-4fb4-a1e6-4b3e88fe2a6a · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.688391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba15516f-936c-4030-ba14-82c9d8218660 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.691642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4be8c184-3d38-4546-bb32-66c2a2399605 · outbound

This paper cites Unlocking Constraints: Source-Free Occlusion-Aware Seamless Segmentation.

Omnidirectional Spatial Modeling from Correlated Panoramas Unlocking Constraints: Source-Free Occlusion-Aware Seamless Segmentation

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:56:38.987137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a6351903-70a9-41d9-98b0-446f29c10e1c · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

Omnidirectional Spatial Modeling from Correlated Panoramas Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.698294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab9552f7-1d89-4027-ab6a-1cd3ab128ca1 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.701714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0efe092-0f26-4e79-992a-ad25e1e05e2a · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 7

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T11:56:38.895244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3a230248-ff0b-4424-9eb9-217013f6584c · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.708052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5abb6290-bf85-4906-895c-34d5a20f2458 · outbound

This paper cites Are Multimodal Large Language Models Ready for Omnidirectional Spatial Reasoning?.

Omnidirectional Spatial Modeling from Correlated Panoramas Are Multimodal Large Language Models Ready for Omnidirectional Spatial Reasoning?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.717534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0523502e-0fff-4b4e-a315-9235620f2e17 · outbound

This paper cites Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models.

Omnidirectional Spatial Modeling from Correlated Panoramas Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.720357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 769eb399-38f9-40cf-abc4-cef548043e0e · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 13

Resolution: malformed identifier; no resolver link, observed 2026-08-05T11:56:37.723440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c9d5908-9bc6-4271-b07a-ef9cf1af2527 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.726188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 070ec3c5-961c-4566-a617-fe3b3d91925c · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.728803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7878bf5f-1f8f-4a30-8876-dc0aab5e7af3 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.731494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d13e36e8-d476-424f-b075-9dbd1f467e21 · outbound

This paper cites Visual-RFT: Visual Reinforcement Fine-Tuning.

Omnidirectional Spatial Modeling from Correlated Panoramas Visual-RFT: Visual Reinforcement Fine-Tuning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.734192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc79799a-110e-4fd8-acd1-67023cab6372 · outbound

This paper cites Visual Agentic Reinforcement Fine-Tuning.

Omnidirectional Spatial Modeling from Correlated Panoramas Visual Agentic Reinforcement Fine-Tuning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.737420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db17a165-30e4-473b-9560-c0b8ee26ef03 · outbound

This paper cites OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All.

Omnidirectional Spatial Modeling from Correlated Panoramas OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.740822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee68e0f1-e90c-45f0-a260-93af9cc107b5 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.746749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4f0b933-d1cb-4b34-8cb0-8a97d1acf7db · outbound

This paper cites Manning, Stefano Ermon, and Chelsea Finn.

Omnidirectional Spatial Modeling from Correlated Panoramas Manning, Stefano Ermon, and Chelsea Finn

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.749337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05cf2402-fd19-45ac-aba5-d7a41f689f53 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.752043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67a9641d-b0c0-455c-919c-65edb46d3b6a · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Omnidirectional Spatial Modeling from Correlated Panoramas DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.758356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f7faa12-999d-4112-81b0-bde24626ac86 · outbound

This paper cites VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model.

Omnidirectional Spatial Modeling from Correlated Panoramas VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.761608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 043d0f17-2a6c-4175-a6c3-d270f143f0e9 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Omnidirectional Spatial Modeling from Correlated Panoramas DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.764728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2a7d53a-d7c2-465b-b727-eab4539bc83b · outbound

This paper cites LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding.

Omnidirectional Spatial Modeling from Correlated Panoramas LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.767697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 723ff7a8-67bc-4078-bf64-70807442da8a · outbound

This paper cites Qwen2.5-Omni Technical Report.

Omnidirectional Spatial Modeling from Correlated Panoramas Qwen2.5-Omni Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.771191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea37d90f-1877-4f00-a7b8-d00d456a31e0 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.774247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec9c5753-d1f6-407f-af4a-f79e41c8c0bc · outbound

This paper cites R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization.

Omnidirectional Spatial Modeling from Correlated Panoramas R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.776967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74aaca7f-859d-4527-bbaf-2d9419216225 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.779972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a8a2ee9-eb84-41b3-af13-fd7c00725d75 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.782864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f27612a2-871f-4410-ab9c-266f29945b98 · outbound

This paper cites Towards Omnidirectional Reasoning with 360-R1: A Dataset, Benchmark, and GRPO-based Method.

Omnidirectional Spatial Modeling from Correlated Panoramas Towards Omnidirectional Reasoning with 360-R1: A Dataset, Benchmark, and GRPO-based Method

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.788806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44f4ebe2-070c-4bb0-85d9-e8365943b253 · outbound

This paper cites MLLMs are Deeply Affected by Modality Bias.

Omnidirectional Spatial Modeling from Correlated Panoramas MLLMs are Deeply Affected by Modality Bias

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.791379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3e9e198-8746-445a-917d-f4b71f90e626 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.794269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2744ac6f-8186-4e7e-ad49-4f450302f09c · outbound

This paper cites Vasilakos, and Lin Wang.

Omnidirectional Spatial Modeling from Correlated Panoramas Vasilakos, and Lin Wang

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.797123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76ea2202-b9dd-4d52-904b-3241e4f1c291 · outbound

This paper cites Vasilakos, and Lin Wang.

Omnidirectional Spatial Modeling from Correlated Panoramas Vasilakos, and Lin Wang

Reference 38

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T11:56:38.314557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1405412c-2c0e-4e8b-910c-d0f1b50c9cea · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 39

Resolution: verified exact; raw_fallback, observed 2026-08-05T11:56:38.237782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 59697118-61a8-4e53-94ac-a4cd06b53664 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 40

Resolution: verified exact; raw_fallback, observed 2026-08-05T11:56:38.162728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dae0578f-0bb2-429a-a4be-7012ea7f3c90 · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Omnidirectional Spatial Modeling from Correlated Panoramas InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.807964Z

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Observation 35d227d6-72b8-432d-ba62-9c907dfe6e71 · outbound

This paper cites question.

Omnidirectional Spatial Modeling from Correlated Panoramas question

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.811131Z

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Observation 31e9f38d-6991-4ecf-9cb1-78dacf54229c · outbound

This paper cites question.

Omnidirectional Spatial Modeling from Correlated Panoramas question

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.813974Z

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Observation e683fc33-06c7-4cf0-bf93-c37dfbb0178e · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.816829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 273811b0-32be-4225-9cb9-336a6536064a · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.819918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5939b2a-fc92-4eca-adb0-f0b4d7df6d95 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.822860Z

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Unavailable: canonical work link unavailable.

Observation 8ffc54bc-db90-4faa-9b69-51b03e4c53e4 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.825789Z

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Observation 848fe302-323b-4d25-9e78-40d967325c6e · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.828756Z

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Observation 16eccd48-1617-40a1-a915-8390e7d2c7d2 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.831679Z

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Observation ead9238a-bf0f-44f0-99e5-9938804cca24 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.834597Z

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Observation 9c75723b-d20b-4560-aadc-1f79794af2b1 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.837347Z

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Observation abb333e4-60e8-4141-b2b9-17eadeba8a85 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.840012Z

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Observation 6f31c254-816c-4b5f-ac2e-d7e899d00f1c · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.842671Z

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Observation 03a794a8-55a3-4f2c-aa75-309753da063d · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.845439Z

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Unavailable: canonical work link unavailable.

Observation a9bb5b23-4f4f-4488-9906-2254fc4da02b · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.848142Z

Source-reported events for the cited work

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Observation 8934fbff-61cd-41bc-9942-33740e0ef99d · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 57

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Source-reported events for the cited work

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Observation 45644eff-354d-49b3-81fe-ee0aaabff46f · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.853697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3293380b-438e-43da-b8e7-38a245c06b98 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.856463Z

Source-reported events for the cited work

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Observation 80612d47-e731-43ed-9595-417ff9d744e2 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.859991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 103745c1-9c8e-4e9c-b7af-d1103fe8971b · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.862805Z

Source-reported events for the cited work

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Observation 141d6b6b-f257-43c0-b1cd-31e2b50905f3 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.865458Z

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Unavailable: canonical work link unavailable.

Observation 44424732-5c8b-4d59-9cc3-c026e37e50b5 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.868341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca3082f-1b04-4fc5-b712-dbb33bf5ca16 · outbound

This paper cites B.5 InternVL2.5-4B Table 8: Performance Evaluation of InternVL2.5-4B Category/Sub-category MCQ Accuracy QA Similarity Overall Performance 46.93% 0.7748.

Omnidirectional Spatial Modeling from Correlated Panoramas B.5 InternVL2.5-4B Table 8: Performance Evaluation of InternVL2.5-4B Category/Sub-category MCQ Accuracy QA Similarity Overall Performance 46.93% 0.7748

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.871342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80b69689-46c6-4360-b519-736f1509e8cd · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.874221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c049549b-f91e-42c2-8312-a04f4b180dde · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.877722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation facd9f44-7adb-4a01-b0e4-789d28cfd244 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.880460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82cbcc1c-8134-4154-be05-ae2ed007b86c · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.883466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8a1b3ae-505c-4b19-8383-10ab8469317d · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.886494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c84a8a04-59df-49b5-90e6-2c87af15315a · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.889426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79e778d7-0f4c-42db-ab82-095101bba2e0 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.892173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e148d56d-323d-4ee8-8782-171921ee5c8a · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:37.895123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56b29652-96db-49d5-884e-17011362513b · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.438899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 50cabd54-7255-4bb3-938f-debf1db6633a · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 74

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T11:56:39.429764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4990f8fb-7d19-4055-b90c-ad025241ea45 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.420973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bf34bac6-06d6-4508-a122-6d1dc7c6379e · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.412635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ec886fd2-7dac-4313-bc0f-73ef35a3e84f · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.404159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a62aa8c8-9180-47eb-860e-0bbc35daac03 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.395818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e09f79ae-bb1b-4491-b426-aad905b1ee35 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.387851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5604f074-dfb2-4730-b463-d22a64c5ea9b · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 80

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.379596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3a351a0e-540d-4219-97bd-95a9a5c1b9b4 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.371637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 00614583-37bf-4ab0-92fe-0f696e0aa0e1 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.363744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 02d12814-4338-4fed-abd4-a572fc096e21 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.355014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eb7b3c7d-a0a5-4e1b-a2f0-764f85bd9a0e · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.346406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a4502656-f7ba-462b-80a4-c4189d22f503 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 85

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.338187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e781a854-f5e5-473c-98cc-eae2e0390e48 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 86

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.329829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 35a1a626-e854-4a9b-ab0f-4d66590fef26 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 87

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.321896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6f2f0694-b822-42e8-9c6f-6aef1e263bb7 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.313772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 52174497-d932-4d88-8d2d-8612de26a91f · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 89

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.305357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d8f49b6c-e337-4b33-b7a1-8207efa45a8a · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.297178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 944694bd-1754-4bb8-b743-0ba305c863ab · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.288883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2b247a69-d04f-443b-9a98-693480e93579 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.280672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0c0b6ae8-dabf-4af6-814f-4f905f4e7a2e · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.272247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eb4d1079-aaa4-4604-a25e-571259b1dd79 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 94

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.263337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 587548d0-fe4d-4711-8b66-f7008dab1194 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 95

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.254842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f24862ed-fc96-4aa8-9062-25f65a400c3e · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 96

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.246694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fcf08369-203b-4bed-8d0d-dcca026b07d5 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 97

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.238233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2a59c5aa-fc84-4afe-8d7d-c2c8b385c6ea · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 98

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.229231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8b015df1-c170-4c82-83b1-fb762ac7a5f9 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 99

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.220356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6a9a2235-f417-422e-a367-4c5be61933e7 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 100

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.211874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 353d8443-67b7-4d1a-a1a5-bc42fb30c689 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 101

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.203697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bc6e4cff-32a2-4237-a2b9-8ed4fd019fa5 · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 102

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.195009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d0bbada9-83e0-4142-84da-2107082b8c0d · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 103

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.186929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ebd20e7e-537a-4b3c-9987-bd7ee56973fe · outbound

This paper cites Conference acronym ’XX, June 03–05, 2018, Woodstock, NY Zhang et al.

Omnidirectional Spatial Modeling from Correlated Panoramas Conference acronym ’XX, June 03–05, 2018, Woodstock, NY Zhang et al

Reference 104

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:56:39.178633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7df60d14-987a-4c5d-a8c3-34091dcc91fc · outbound

This paper cites an unresolved cited work.

Omnidirectional Spatial Modeling from Correlated Panoramas Unresolved cited work

Reference 105

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:56:39.169345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 5557fce7-06ca-4bb0-8b89-bf33c55882bb · inbound

PanoWorld: Towards Spatial Supersensing in 360$^\circ$ Panorama World cites this paper.

PanoWorld: Towards Spatial Supersensing in 360$^\circ$ Panorama World Omnidirectional Spatial Modeling from Correlated Panoramas

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:42:57.704874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 37ca1938-b45d-401a-9a3c-5bda0a6f72d6 · inbound

PanoWorld: Towards Spatial Supersensing in 360$^\circ$ Panorama World cites this paper.

PanoWorld: Towards Spatial Supersensing in 360$^\circ$ Panorama World Omnidirectional Spatial Modeling from Correlated Panoramas

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:57:40.146293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.