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Paper Citation Record · LEDGER

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance

As of 9 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 1 inbound Pith citation observation for arXiv:2502.05384.

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

pith.paper-citation-record.v1
2502.05384 v4

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T19:38:00.444883Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T09:39:06.170921Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

68 of 68 outbound references displayed

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  • verified fuzzy64
  • unresolved4
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4b9d244f-24d2-4bbd-93a8-da1d5c50fb28 · outbound

This paper cites CaveSeg: Deep Semantic Segmentation and Scene Parsing for Autonomous Underwater Cave Exploration.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance CaveSeg: Deep Semantic Segmentation and Scene Parsing for Autonomous Underwater Cave Exploration

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation ce64f00b-d503-445a-973b-0f605818371c · outbound

This paper cites Vi- sual Navigation Based on Deep Semantic Cues for Real- Time Autonomous Power Line Inspection.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Vi- sual Navigation Based on Deep Semantic Cues for Real- Time Autonomous Power Line Inspection

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:01.091890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 3247d283-a9b4-4ec0-8689-65c5f69d72af · outbound

This paper cites Finite Element Method-Based Kinematics and Closed-Loop Control of Soft, Continuum Manipulators.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Finite Element Method-Based Kinematics and Closed-Loop Control of Soft, Continuum Manipulators

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:01.082346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation b9f69e05-ad87-4913-9d64-4bf7dc8601f6 · outbound

This paper cites Image Classification System Based on Deep Learning Applied to The Recognition of Traffic Signs for Intelligent Robotic Ve- hicle Navigation Purposes.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Image Classification System Based on Deep Learning Applied to The Recognition of Traffic Signs for Intelligent Robotic Ve- hicle Navigation Purposes

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:01.072853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 079559af-d5bc-480a-883b-f1d8d15cf31a · outbound

This paper cites American Cave Diving Fatalities 1969-2007.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance American Cave Diving Fatalities 1969-2007

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:01.063238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 233794dc-3c7c-4548-ab35-3711cf25305f · outbound

This paper cites Sonar-Based Guidance of Unmanned Underwater Vehi- cles.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Sonar-Based Guidance of Unmanned Underwater Vehi- cles

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:01.053774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 5c6e2f3e-27f8-4ca9-980d-6e102b2b0f02 · outbound

This paper cites On- board Visual-Based Navigation System for Power Line Fol- lowing with UA V.Int.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance On- board Visual-Based Navigation System for Power Line Fol- lowing with UA V.Int

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:01.044222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation bfa06178-05b7-4f22-b84c-8d41cbbc2f9f · outbound

This paper cites Rethinking Atrous Convolution for Semantic Image Segmentation.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Rethinking Atrous Convolution for Semantic Image Segmentation

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-08T19:38:00.263122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T19:38:00.263122Z digest=sha256:9d8eb7188cc1b9a17846c77eea5916cff37537373b18f4d26833e2a1fe8b999c

Observation e0369195-03b0-4852-838e-1b504e63fc18 · outbound

This paper cites DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:01.035320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 41969706-7aac-4033-82b8-2bb4540433ba · outbound

This paper cites A Lane Detection Method Based on Semantic Segmentation.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance A Lane Detection Method Based on Semantic Segmentation

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:01.026350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 8f09ce64-487b-48e0-b0b1-2b15086f13f4 · outbound

This paper cites Introduction of INR18650-30Q.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Introduction of INR18650-30Q

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:01.018053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 9be30479-98b8-44f2-a96e-87b6c3783f3a · outbound

This paper cites CLIP-Nav: Using CLIP for Zero-Shot Vision-and-Language Navigation.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance CLIP-Nav: Using CLIP for Zero-Shot Vision-and-Language Navigation

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-08T19:38:00.276632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T19:38:00.276632Z digest=sha256:1b5abbc7161f24a2cbe215c7d11da7dd789c45bf951ed241beb6e14d35b3cbd8

Observation bbf54a44-b8e8-4ea0-9938-04a10b108ee3 · outbound

This paper cites VTNet: Visual Transformer Network for Object Goal Navigation.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance VTNet: Visual Transformer Network for Object Goal Navigation

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-08T19:38:00.280305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T19:38:00.280305Z digest=sha256:9998bcf340aaea56fa243c001f0aaa4e283276ffb242353d5687fb44802e4499

Observation 5d456da9-02f6-4f82-80f0-218306ec88a9 · outbound

This paper cites Basic Cave Diving: A Blueprint for Survival.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Basic Cave Diving: A Blueprint for Survival

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:01.009282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 17ae974d-8d18-4355-80f4-040a1baaf8a4 · outbound

This paper cites Introduction to Karst.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Introduction to Karst

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.999646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.285843Z digest=sha256:a643406ad3aed298ff2257742243085d03d9c100601edf18e25ae761b878ae03

Observation 9ae49e92-a3a1-49f0-9657-e9f6c0fb838e · outbound

This paper cites Horizon Line Detection in Marine Images: Which Method to Choose? International Journal on Advances in Intelligent Systems, 6(1), 2013.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Horizon Line Detection in Marine Images: Which Method to Choose? International Journal on Advances in Intelligent Systems, 6(1), 2013

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.990236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation baa9b2f0-1949-4b53-94ad-f647f09fd587 · outbound

This paper cites Curee: A curious underwater robot for ecosystem exploration.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Curee: A curious underwater robot for ecosystem exploration

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.980241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation a0b50465-4f20-496b-addb-9ee0deebcf0f · outbound

This paper cites Deep Residual Learning for Image Recognition.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Deep Residual Learning for Image Recognition

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.970866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 6d9491d6-bb0a-41f8-9c19-893aa32aba58 · outbound

This paper cites Semantic SLAM for an AUV Using Object Recognition from Point Clouds.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Semantic SLAM for an AUV Using Object Recognition from Point Clouds

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.961698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 4988704e-1838-4048-85cf-b912dbe10855 · outbound

This paper cites Searching for Mo- bileNetV3.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Searching for Mo- bileNetV3

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.952129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation c055f479-cc87-4b9d-ac18-ab37fc698910 · outbound

This paper cites Visual Language Maps for Robot Navigation.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Visual Language Maps for Robot Navigation

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.942695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 84e93c6c-d7b3-4949-a460-2ff791b05c91 · outbound

This paper cites Fast Under- water Image Enhancement for Improved Visual Perception.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Fast Under- water Image Enhancement for Improved Visual Perception

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.933050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.305220Z digest=sha256:8fc5883f899297e568333392338f92b12f67980e5448176c96a532bcd7572d07

Observation 18ad1247-ae84-4f65-931c-4d5071a1c0ca · outbound

This paper cites Computer Vision Applications in Un- derwater Robotics and Oceanography.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Computer Vision Applications in Un- derwater Robotics and Oceanography

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.923420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 61d4710e-234b-4fe8-ba37-d6d36924eb8b · outbound

This paper cites Experimental Comparison of Open Source Visual-Inertial-Based State Estimation Al- gorithms in the Underwater Domain.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Experimental Comparison of Open Source Visual-Inertial-Based State Estimation Al- gorithms in the Underwater Domain

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.913942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 26000aa5-1fe6-4a71-b34f-4c5b0f259e6c · outbound

This paper cites Reliability Based Analysis and Design of Anchor Retrofitted Concrete Gravity Dams.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Reliability Based Analysis and Design of Anchor Retrofitted Concrete Gravity Dams

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.903853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.314436Z digest=sha256:c5b46423bfee28d8b31dcba96bd2213b5dbbd9628796c3489f868176af2ca714

Observation 13147981-fce1-4bb9-9580-9f6374f79f64 · outbound

This paper cites The Biological and Archaeological Significance of Coastal Caves and Karst Fea- tures.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance The Biological and Archaeological Significance of Coastal Caves and Karst Fea- tures

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.894126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.317904Z digest=sha256:e431564b335bd7a0f71877df0c605a433e5656d4b6fe018e2a661ae3f61aac05

Observation 9032dc66-f59b-4864-824d-e1119ad1e2e3 · outbound

This paper cites Outdoor Place Recog- nition in Urban Environments Using Straight Lines.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Outdoor Place Recog- nition in Urban Environments Using Straight Lines

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.885170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.321215Z digest=sha256:a73f47b67b503e73ac6de6d15c3012057250b490106d9099c25a1781f8ac65d2

Observation 41ffe9a4-b34e-40f8-b4f3-e0dea30ed158 · outbound

This paper cites Soft, Flexible Pressure Sensors for Pressure Monitoring Under Large Hydrostatic Pressure and Harsh Ocean Environments.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Soft, Flexible Pressure Sensors for Pressure Monitoring Under Large Hydrostatic Pressure and Harsh Ocean Environments

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.876182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.324230Z digest=sha256:38835bcec24471c3e8bc8af19a2484cc939df0b7099da202698e563783842d83

Observation 35909e02-abf0-4ef8-b68f-34640833c059 · outbound

This paper cites Numerical Investigation of Dimension- less Parameters in Carangiform Fish Swimming Hydrody- namics.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Numerical Investigation of Dimension- less Parameters in Carangiform Fish Swimming Hydrody- namics

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.867604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.327570Z digest=sha256:45db037d515a83e56d06c7d31fb335006924360093b16eedaeb3e9601eca104c

Observation 0fc11291-7ef0-4dbd-841e-397b9d23f7c5 · outbound

This paper cites Toward Autonomous Exploration in Confined Underwater Environments.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Toward Autonomous Exploration in Confined Underwater Environments

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.858414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.330676Z digest=sha256:5c1c7c711d99d5a7c8887653a3c27db10fceb6beb97c5d0ac4a25414670a9b84

Observation fb020099-2a33-40c6-9a71-3c51d753ddf4 · outbound

This paper cites Vision-Based Goal-Conditioned Policies for Underwater Navigation in the Presence of Obsta- cles, 2020.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Vision-Based Goal-Conditioned Policies for Underwater Navigation in the Presence of Obsta- cles, 2020

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.848779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.333684Z digest=sha256:807dbfab515f352d42978f82e3ff2626c27a8264ac9336ce1fd23eac074b6f7f

Observation b16e0261-4088-4d46-8a1e-45fbc9f53df2 · outbound

This paper cites Ux 1 system design-a robotic system for underwater mining ex- ploration.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Ux 1 system design-a robotic system for underwater mining ex- ploration

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.838965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.336721Z digest=sha256:78f18fb15f8f9b4ba87eb6972fe08a7951a24790371b6ad04803377999198796

Observation d1ae6d3c-8bde-455b-994c-35bed7384df7 · outbound

This paper cites Contour-based Approach for 3D Mapping of Un- derwater Galleries.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Contour-based Approach for 3D Mapping of Un- derwater Galleries

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.829245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.339727Z digest=sha256:2c21941b8cebb1a60bee1d38b1f0229f47b6355bdf6c8889f69f4157a8666110

Observation 1f487584-e286-4a86-a3ba-d27bfade4092 · outbound

This paper cites Edge-Centric Real-Time Segmentation for Autonomous Un- derwater Cave Exploration.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Edge-Centric Real-Time Segmentation for Autonomous Un- derwater Cave Exploration

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.819902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.342764Z digest=sha256:4fb5bb06aa0e5931e262791b6190e793ccff805b70cc127b0140810940366d9b

Observation e7bc3d09-4768-41a1-a29a-1744122e01f8 · outbound

This paper cites Nvidia TensorRT.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Nvidia TensorRT

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.810830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.345849Z digest=sha256:1bdec61aacbc1a0e582e1a58f14bc5900422b8623f2f60586fead04ac8f71990

Observation f8ed11cb-79f8-469f-974c-1b9b50cc2c5f · outbound

This paper cites Open Neural Network Exchange.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Open Neural Network Exchange

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.801535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.348770Z digest=sha256:c9408dee993b74c2cb70dabb8ff41b1e461c8186a35e036150c40ce5582d8c68

Observation 9c0086ea-427a-41fe-bb08-5b4318f65835 · outbound

This paper cites Agronav: Autonomous Navigation Framework for Agricul- tural Robots and Vehicles using Semantic Segmentation and Semantic Line Detection.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Agronav: Autonomous Navigation Framework for Agricul- tural Robots and Vehicles using Semantic Segmentation and Semantic Line Detection

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.791506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.352046Z digest=sha256:4f31f8163278d971c5ea8ceb3303537e297e70f61bae0a21dfe97863ab2a9fee

Observation 0c30c2da-7548-4040-b4f7-ed9e7714ad10 · outbound

This paper cites Semantic Knowledge-Based Representa- tion for Improving Situation Awareness in Service Oriented Agents of Autonomous Underwater Vehicles.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Semantic Knowledge-Based Representa- tion for Improving Situation Awareness in Service Oriented Agents of Autonomous Underwater Vehicles

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.781668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.355097Z digest=sha256:31cd8290d142a1ddc8586ea9a94f846f02f14be6cb5fa715f190e9afdbd86d53

Observation c6a64786-22ea-46b0-95bc-a8f0b7ea6e54 · outbound

This paper cites Semantic-based Adaptive Mission Plan- ning for Unmanned Underwater Vehicles.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Semantic-based Adaptive Mission Plan- ning for Unmanned Underwater Vehicles

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.772436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.358215Z digest=sha256:85f3bd5363982869f8049aafb42a817049a88ea82041a169a883c2bf6521aa1a

Observation 6aec1ef7-576e-4a21-bb1a-25c547f32d50 · outbound

This paper cites Thirty Years of American Cave Diving Fatalities.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Thirty Years of American Cave Diving Fatalities

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.763217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.361240Z digest=sha256:dab34da5f60aa7f1e7780ec59311a675f30899cbedea15edb9119011256a014c

Observation f98af9de-2e40-49b9-8537-7f3021d8ae44 · outbound

This paper cites Learning Transferable Visual Models from Natural Language Supervi- sion.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Learning Transferable Visual Models from Natural Language Supervi- sion

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.753547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.364128Z digest=sha256:1fc8e825b5e7ad3c694708db8617ea65dff9cf69348e380170144747eb083684

Observation ada56b09-6f06-4877-a0bf-f29ec588e915 · outbound

This paper cites Sonar Visual Inertial SLAM of Underwater Structures.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Sonar Visual Inertial SLAM of Underwater Structures

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.745207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.367123Z digest=sha256:879c9a1530034a0cbc101098de1d7082c216ef65b93e2957bf38219893a15d1b

Observation c896c50f-b8c8-42da-b81d-519b14db0070 · outbound

This paper cites Contour based Reconstruction of Underwater Struc- tures Using Sonar, Visual, Inertial, and Depth Sensor.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Contour based Reconstruction of Underwater Struc- tures Using Sonar, Visual, Inertial, and Depth Sensor

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.736909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.370112Z digest=sha256:d7f2bbbaa321dc612c2300355f00f139e8def51377273958cbfda22639324feb

Observation e85bc7e4-007c-428b-a244-b9eb232f8206 · outbound

This paper cites SVIn2: A Multi-sensor Fusion-based Underwater SLAM System.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance SVIn2: A Multi-sensor Fusion-based Underwater SLAM System

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.727602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.373058Z digest=sha256:30b6fb635f36d9bdaa7f91f3f8551a800f4eb43aece04ca011a5a0f085525859

Observation 574ccf37-5bfb-45cb-932a-07bbf484be19 · outbound

This paper cites Evaluating a pid, pure pursuit, and weighted steer- ing controller for an autonomous land vehicle.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Evaluating a pid, pure pursuit, and weighted steer- ing controller for an autonomous land vehicle

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.718996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.376284Z digest=sha256:0195afb59a3e2056d9473f42014cb452635ed40a85044c4befd8ba7151e009f4

Observation 45eeebce-635c-42f7-ac1e-720240000657 · outbound

This paper cites Sunfish®: A human-portable ex- ploration auv for complex 3d environments.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Sunfish®: A human-portable ex- ploration auv for complex 3d environments

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.709368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.379374Z digest=sha256:14c8333fede611f4fc9411c4b2bcaa0bc1b6177d1b8eda7fcaed02240a2ece72

Observation ab37e9c2-ef28-4dff-adbf-2bfd112ef5f6 · outbound

This paper cites Autonomous Exploration and 3-D Mapping of Underwater Caves with the Human-portable SUNFISH® AUV.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Autonomous Exploration and 3-D Mapping of Underwater Caves with the Human-portable SUNFISH® AUV

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.700265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.382378Z digest=sha256:e4ed46db0df6b4d4b28adba3c852baa62220a368c5ba6ce4afc98fa7b10a8644

Observation b5ea78f4-8788-4b6f-a02a-4f6151844749 · outbound

This paper cites Ad- vancements in The Field of Autonomous Underwater Vehi- cle.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Ad- vancements in The Field of Autonomous Underwater Vehi- cle

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.690936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.385316Z digest=sha256:0641c6531d309d8a2945ff3a0deae2657f0b8c103ef8e77cbedb8740a52ff23b

Observation 32437843-0d3d-426d-87a3-d5106a64f7d6 · outbound

This paper cites A review of some pure-pursuit based path tracking techniques for control of autonomous vehicle.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance A review of some pure-pursuit based path tracking techniques for control of autonomous vehicle

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.681626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.388453Z digest=sha256:82824433069de193e464c1714838710b8a5075b92672e1a597cc1ef4043b7cbc

Observation 467d2e6c-8ac2-442a-abf3-6fd87f6becf6 · outbound

This paper cites A comparison of expected flight times for intercept and pure pursuit missiles.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance A comparison of expected flight times for intercept and pure pursuit missiles

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.672447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.391454Z digest=sha256:9991a446ff2029c43e9e5f46b949048837d24fc033a47b108fcf097253f039fb

Observation bbb3f0d0-4a31-4860-b942-0ebd75d19061 · outbound

This paper cites Lm-Nav: Robotic Navigation with Large Pre-trained Models of Lan- guage, Vision, and Action.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Lm-Nav: Robotic Navigation with Large Pre-trained Models of Lan- guage, Vision, and Action

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.663330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.394432Z digest=sha256:e21c5b95b002e7aeac8ed0e8ed9a9a5aa427ae851cb1ef8cd467c36a5e067f2d

Observation 24bd33cc-bd87-4599-ab98-608df6291880 · outbound

This paper cites Underwater Multi-Robot Convoying using Visual Tracking by Detection.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Underwater Multi-Robot Convoying using Visual Tracking by Detection

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.653977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.397449Z digest=sha256:dcf0b4b0213e4e762959699a1ea02f7cd542602df5fce1a47f86502bc990fcbd

Observation 243ae091-f947-44c1-b6d9-85a2df1959d1 · outbound

This paper cites Experimental Evaluation of Under- water Semantic SLAM.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Experimental Evaluation of Under- water Semantic SLAM

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.644941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.400670Z digest=sha256:20a682ed30fc559fd1c14bc183f23efcd8c40ec731257d3416c083cb501e5a50

Observation 9d832058-251a-4b39-b70a-3be653cab47e · outbound

This paper cites Roboclip: One Demonstration is Enough to Learn Robot Policies.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Roboclip: One Demonstration is Enough to Learn Robot Policies

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.635488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.403371Z digest=sha256:b830cfd1332656636224bcd61fcf81e181b250000db295d5ae9e9e5ef2d15887

Observation 2b3d6d71-5c38-42f5-bde9-833c3440df64 · outbound

This paper cites Deep Learning Waterline Detection for Low-Cost Autonomous Boats.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Deep Learning Waterline Detection for Low-Cost Autonomous Boats

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.626313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.405945Z digest=sha256:c818aa40f4fe74a417df340b1f10acbd76440e65e73441666c7db389b9118bbb

Observation 7cf28f09-7946-420c-8d88-51e1630384db · outbound

This paper cites Topological Structural Analysis of Digitized Binary Images by Border Following.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Topological Structural Analysis of Digitized Binary Images by Border Following

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.617302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.408405Z digest=sha256:64a51e7c9549c1f21c73ee77e4b0ef8e1250a2c874915a5f06c19a63274a6034

Observation 8513d817-1d0d-4a0a-99b7-86e5d11da7b5 · outbound

This paper cites BlueME: Robust Underwater Robot-to-Robot Communication Using Compact Magnetoelectric Antennas.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance BlueME: Robust Underwater Robot-to-Robot Communication Using Compact Magnetoelectric Antennas

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-08T19:38:00.410968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T19:38:00.410968Z digest=sha256:a474c2667e85b0d7f68e9d4cc13d7f5ba458b615783040652ad8ae89f6ee2019

Observation 0e14e41f-f67c-40c4-959c-57b86f756efa · outbound

This paper cites Factor of Safety: Ratio for Safety in Design and Use.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Factor of Safety: Ratio for Safety in Design and Use

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.609010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.413841Z digest=sha256:6b1899d1097463e653185f3e5a8df87e2a5d7fe0dc09a3d66e23f1f5e34eacb3

Observation e9f48058-05fa-404b-aed3-3937cfaffb3e · outbound

This paper cites Dense, Sonar-based Reconstruction of Underwater Scenes.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Dense, Sonar-based Reconstruction of Underwater Scenes

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.600493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.416614Z digest=sha256:23a84759f3e2805e8f63681b00ee8c3f38c2b725fc2082129d41a864efe697f3

Observation 027e8d5d-5332-40e6-9cac-000d4e484abc · outbound

This paper cites Semantic Mapping for Autonomous Subsea Inter- vention.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Semantic Mapping for Autonomous Subsea Inter- vention

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.592121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.419199Z digest=sha256:7c8a5455c1902985fdc335b5b494006d061ed2c41fe360ff2498bc460b9cfd9b

Observation a654897b-ca62-43e7-a94b-366ba8ee3960 · outbound

This paper cites Real-Time Dense 3D Mapping of Un- derwater Environments.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Real-Time Dense 3D Mapping of Un- derwater Environments

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.583021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.422051Z digest=sha256:3e59d7f569eea29f0961373bb05e3ae2b77d3623b5ff05315be05a20dd7ca7b3

Observation 4a3197bb-e495-4f01-9db3-65c7fd83c245 · outbound

This paper cites Underwater Cave Mapping and Recon- struction Using Stereo Vision.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Underwater Cave Mapping and Recon- struction Using Stereo Vision

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.573696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.425320Z digest=sha256:239e6eeeb4627443dad7561a8892f6f885749532ec52a7ad6609d218a22ccef7

Observation be8c7597-c536-4473-8a59-09da00fb9535 · outbound

This paper cites Underwater Cave Mapping us- ing Stereo Vision.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Underwater Cave Mapping us- ing Stereo Vision

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.563474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.428559Z digest=sha256:f7cf210c5de0a580651b7d975b42d0293209d88c5fa2c41b17251be8e38a30ec

Observation e69e40eb-f6a0-4e2d-9ccb-cc3487264696 · outbound

This paper cites A Natural Ges- ture Interface for Operating Robotic Systems.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance A Natural Ges- ture Interface for Operating Robotic Systems

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.553346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.431784Z digest=sha256:ba78781ce4daf5ba59f0bb761430e3f0c6ecbedb7f6a42c2edea09de3cd468a0

Observation a49ef79e-e9ae-4d62-aab6-b6328571ce39 · outbound

This paper cites Image Based River Navigation System of Catamaran USV with Image Semantic Segmentation.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Image Based River Navigation System of Catamaran USV with Image Semantic Segmentation

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.543534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T19:38:00.435069Z digest=sha256:4a43e1b28273aba4d778b0f101f9d587c5cabbd2bd341b93fb48700ed3e3fd25

Observation 41613d8e-0dc5-410e-bbfc-9bb67a52fa7a · outbound

This paper cites Weakly Supervised Caveline Detection For AUV Navigation Inside Underwater Caves.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Weakly Supervised Caveline Detection For AUV Navigation Inside Underwater Caves

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.533611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation c7e73cda-190d-41f1-981e-6ed18d797cdd · outbound

This paper cites Segmentation of Side Scan Sonar Images on AUV.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Segmentation of Side Scan Sonar Images on AUV

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.523541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 61eea78d-245a-4049-aab0-1418235c2be0 · outbound

This paper cites Adaptive Semantic Segmentation for Unmanned Surface Vehicle Navigation.

Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance Adaptive Semantic Segmentation for Unmanned Surface Vehicle Navigation

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:38:00.512825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Pith citing papers

Observation 405c3331-c9ae-49cd-bd3c-a0a761711cb4 · inbound

Semantic Communication for the Internet of Underwater Things: Architectures, Applications, Challenges, and Future Directions cites this paper.

Semantic Communication for the Internet of Underwater Things: Architectures, Applications, Challenges, and Future Directions Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-03T09:39:06.170921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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