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Paper Citation Record · LEDGER

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding

As of 14 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 2 inbound Pith citation observations for arXiv:2507.04686.

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

pith.paper-citation-record.v1
2507.04686 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:47:16.239335Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:43:22.017649Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T06:04:09.088308Z

Reference resolution

27 of 27 outbound references displayed

  • verified exact0
  • verified fuzzy22
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 05eb5421-33b4-4a16-b2b1-a45e8d4700c1 · outbound

This paper cites IEEE Robotics and Automation Letters 7(2) (2022) 3365–3371.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding IEEE Robotics and Automation Letters 7(2) (2022) 3365–3371

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.888615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.171421Z digest=sha256:b1e704014f5ec874cd9dafdbff2e20183f3131ca8c0c10cd119dc5afab6f66d8

Observation a059cd15-0054-40d0-a11f-a5d25afed9e3 · outbound

This paper cites In: Seminal graphics: pioneering efforts that shaped the field.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding In: Seminal graphics: pioneering efforts that shaped the field

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.775357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.174577Z digest=sha256:d934860d4b185306aa21c6288a34a51f9bc3d50d513eadbae5b4c6309749ea79

Observation 7dcb5e11-efef-4741-8849-f6ab04da405e · outbound

This paper cites an unresolved cited work.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:47:16.628296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.177388Z digest=sha256:32a1460efbbccd372f4c67455ebc147ef908ec0e4e92ec552e75504a67ad7fa1

Observation 4bb4cf9c-73a5-42ce-bebf-929cf83cfa34 · outbound

This paper cites IEEE Intelligent systems 17(2) (2002) 81–83.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding IEEE Intelligent systems 17(2) (2002) 81–83

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.556699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.179984Z digest=sha256:ece83c3b3d70d919e6133bcf68cc74677914e9f6b49ff8878260440973e01dd9

Observation c46082de-560a-4d2c-b921-4868a4b81bb1 · outbound

This paper cites IEEE Robotics & Automation Magazine 4(1) (1997) 23–33.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding IEEE Robotics & Automation Magazine 4(1) (1997) 23–33

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.541271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.182784Z digest=sha256:2c5aea83d4e127dc17cdd65fb7e6c3b61bbb1b495979c6310cd719296c79fc71

Observation 09ed7705-f84b-4102-b34a-b61223424588 · outbound

This paper cites In: 2019 IEEE International Conference on Robotics and Biomimetics (ROBIO), IEEE (2019) 1693–1698.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding In: 2019 IEEE International Conference on Robotics and Biomimetics (ROBIO), IEEE (2019) 1693–1698

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.523290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.185445Z digest=sha256:87848e46053c40c4e018ee1a32abd04388b49cb3a959d1b252011abf15ec425d

Observation 5995c9fd-2335-4084-9ebd-8a70dec02f4a · outbound

This paper cites Motion and Operation Planning of Robotic Systems: Background and Practical Approaches (2015) 3–27.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding Motion and Operation Planning of Robotic Systems: Background and Practical Approaches (2015) 3–27

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.506138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.188115Z digest=sha256:643beea852538945cb173bd61b549ea078974ca68eca585396818b88ef8c5fe5

Observation 5b16dabd-5f20-4b3b-8fa7-0b84812c4f40 · outbound

This paper cites IEEE transactions on pattern analysis and machine intelligence 43(12) (2020) 4338–4364.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding IEEE transactions on pattern analysis and machine intelligence 43(12) (2020) 4338–4364

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.478641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.190994Z digest=sha256:6ba1d378f4e5446f4325b02ff7763d07576ce252f961ec786e2a07cff90cbba9

Observation 9e4809bf-e74f-4a30-8ab9-2f94c6fec80d · outbound

This paper cites Machines 6(3) (2018) 33.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding Machines 6(3) (2018) 33

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.445009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.193540Z digest=sha256:6f3ed8f5a7abc22185ea94e02f02dcabd1af2d19ec797a08f95224c8a27151c8

Observation b8a1cf56-fd39-4452-8ff7-590fd43ff3e8 · outbound

This paper cites IEEE Robotics and Automation Letters (2024).

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding IEEE Robotics and Automation Letters (2024)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.410770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.195964Z digest=sha256:09250175dd6bcd152eaac73d8a78ee9c9fa55a2390ab5fc19696a63f50954955

Observation d9925977-0bd1-4468-8acb-57adae2a3aa1 · outbound

This paper cites In: Pro- ceedings of the IEEE/CVF International Conference on Computer Vision (ICCV).

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding In: Pro- ceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.381261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.198433Z digest=sha256:b4a707fd897b05d540c357a3b75a5395928a446db058c25e6e90bec6d0f9dd24

Observation 4b6c3450-afa8-480f-86a9-3877a198f153 · outbound

This paper cites Advances in neural information processing systems 31 (2018).

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding Advances in neural information processing systems 31 (2018)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.370657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.200707Z digest=sha256:82a5eebb67e3f5fa31c0a6d395fd6517bb88dc91da5a3b027c583864576827be

Observation 64d653a4-7e78-47a4-aeab-eebeccab7656 · outbound

This paper cites In: 2025 IEEE International Conference on Robotics and Automation (ICRA), IEEE (2025).

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding In: 2025 IEEE International Conference on Robotics and Automation (ICRA), IEEE (2025)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.363266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.203300Z digest=sha256:1789ba51bd72ffa33f905fb869e17e7c7e611417f1de565a0cb20a3198509d36

Observation 32e1ceba-589b-49fd-84a2-7bc1f429da9c · outbound

This paper cites In: 2024 IEEE International Conference on Robotics and Automation (ICRA), IEEE (2024) 2396–2402.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding In: 2024 IEEE International Conference on Robotics and Automation (ICRA), IEEE (2024) 2396–2402

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.354278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.205937Z digest=sha256:cb6e71de31896002516674483288b345ad80e041ecb0d5c08b330735cf154035

Observation a667e8fc-506e-4695-98ea-19ee1d4cf8bd · outbound

This paper cites In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE (2024) 5340–5347.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE (2024) 5340–5347

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.346779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.208014Z digest=sha256:c7025ce55bc6df54b5ca35f92561956ffe91c56c2403ff4f7bb735de0cde850e

Observation 0b29dbe9-3ca1-4c05-96b9-a4b48a22266c · outbound

This paper cites PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T19:47:16.210236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:47:16.210236Z digest=sha256:b0d9281fc42b1709b4ef3122cdc2a645075df1f48c17454fd7f14d793ec20b51

Observation 2dc574b8-954c-4803-bc48-dd6494319d2a · outbound

This paper cites Ocean Engi- neering 251 (2022) 111010 10 Jing Liang et al.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding Ocean Engi- neering 251 (2022) 111010 10 Jing Liang et al

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.339420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.213984Z digest=sha256:56bc10850fad398167efa16aca7275e134942fdfbc9313b7f2be86b1ceabed82

Observation 170ad4ec-9875-47d5-9a10-4d7084ecfd7c · outbound

This paper cites In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE (2024) 13837–13844.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE (2024) 13837–13844

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.332347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.216946Z digest=sha256:4c5112d86643c693d254db88d97cb66f76b283c2763c231db7c618476440c387

Observation b5c086d3-636b-4df9-96a8-81861f380df6 · outbound

This paper cites ViNT: A Foundation Model for Visual Navigation.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding ViNT: A Foundation Model for Visual Navigation

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T19:47:16.219197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:47:16.219197Z digest=sha256:2032e6c2153cd0361ce0e5e9e7b3f15013db76abb05c5ce801f42948b2881dbd

Observation 7b89f9dc-f914-4143-8972-6d7288386f62 · outbound

This paper cites Information Fusion (2024) 102601.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding Information Fusion (2024) 102601

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.324197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.221930Z digest=sha256:50628228bd2e1b53e7524f209d9af9f5a89618a61089a63e812c6a46af86e088

Observation 4296008f-3116-4d2e-b2d4-29872fb1e355 · outbound

This paper cites Advances in neural information processing systems 28 (2015).

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding Advances in neural information processing systems 28 (2015)

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T19:47:16.224356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:47:16.224356Z digest=sha256:2b1bda315d06dd2dbd875c7422483610f33c4be5e999ac31a6525628e44cd83c

Observation 166fc023-3c18-48ab-8482-a1189ade058a · outbound

This paper cites IEEE Robotics and Automation Letters 10(1) (2025) 508–515.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding IEEE Robotics and Automation Letters 10(1) (2025) 508–515

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.312975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.226732Z digest=sha256:e14e444ff34f83a2e23940914ced2ecf2f4710010dc830f0030f87d2dcf1e522

Observation cb5255a6-33c5-4208-bbd7-3f6077fd8c4b · outbound

This paper cites IEEE Robotics and Automation Letters 10(6) (2025) 5791–5798.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding IEEE Robotics and Automation Letters 10(6) (2025) 5791–5798

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.304807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.228973Z digest=sha256:cf11f8fcbd50cc316b83bec9b5f8b9f43224da44df23c5b84e4e20d4e4f61f53

Observation f08fe34e-d96a-4121-ae87-5c5838349236 · outbound

This paper cites In: 2024 IEEE International Conference on Robotics and Automation (ICRA), IEEE (2024) 63–70.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding In: 2024 IEEE International Conference on Robotics and Automation (ICRA), IEEE (2024) 63–70

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.297246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.231426Z digest=sha256:816d8c277c6796aeba10a220ccefaf15b19a983d1acd10c08aac8a134bf0dcab

Observation 03e1115a-e544-486d-a624-7b9e766374e6 · outbound

This paper cites an unresolved cited work.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:47:16.289414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.234688Z digest=sha256:6e7891e72c9e8ae8dba83174af5590fb100c1f0747c777c11e4e8a1c72e6a454

Observation b864abb7-53ad-4dce-a1f9-305660b0fb29 · outbound

This paper cites In: Proceedings of the 28th international technical meeting of the satellite division of the institute of navigation (ION GNSS+ 2015).

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding In: Proceedings of the 28th international technical meeting of the satellite division of the institute of navigation (ION GNSS+ 2015)

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.282180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.236972Z digest=sha256:b840fa0c5f6706d55cc20221601b0ee47e441d103ec5103bbde56da2c6d83f10

Observation 01cb399c-07c4-420e-9d58-0f50cd14634c · outbound

This paper cites IEEE access 8 (2020) 58443– 58469.

MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding IEEE access 8 (2020) 58443– 58469

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:47:16.274232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T19:47:16.239335Z digest=sha256:a2ccc8e628b018249c2547fa2f0342cede89a4a92e40f61011b754938ed17f13

Pith citing papers

Observation 4348c45c-aef2-429d-af0e-5ff9255087f4 · inbound

Splatblox: Traversability-Aware Gaussian Splatting for Outdoor Robot Navigation cites this paper.

Splatblox: Traversability-Aware Gaussian Splatting for Outdoor Robot Navigation MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-17T06:04:09.090791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-17T06:03:45.608023Z digest=sha256:443be604914af018ad95c7f088372d86e914ca76e4184359f5bf1945c7be66f5

Observation 9919af4d-2a56-407f-8193-aa1ff7ebce51 · inbound

Sem-NaVAE: Semantically-Guided Outdoor Mapless Navigation via Generative Trajectory Priors cites this paper.

Sem-NaVAE: Semantically-Guided Outdoor Mapless Navigation via Generative Trajectory Priors MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-03T05:43:22.017649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:43:22.017649Z digest=sha256:fab06a587e076a8fb1b72105851d51124d96e8d8f5d00e20a0f4c810962c0ee4