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Paper Citation Record · LEDGER

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation

As of 23 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2608.12707.

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

pith.paper-citation-record.v1
2608.12707 v1

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:12:48.501016Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

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

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

70 of 70 outbound references displayed

  • verified exact0
  • verified fuzzy34
  • unresolved35
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7855f2f1-2758-4258-9c27-cea3ab81f095 · outbound

This paper cites an unresolved cited work.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:12:52.328947Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:47.792542Z digest=sha256:4601ec507ec2b5f49e45bc0399cb5db414bb75ba4e98d506dfa2c0b82eb827fe

Observation 73b2e010-d61d-4927-827d-0952633a772e · outbound

This paper cites On Evaluation of Embodied Navigation Agents.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation On Evaluation of Embodied Navigation Agents

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:47.811976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:47.811976Z digest=sha256:6a9939f71e83f730ed5500c74a094ce4739fa7f6bd97b84e93982f0f37f4d34d

Observation 08af7296-814b-4cbb-a348-306d127affe8 · outbound

This paper cites How To Not Train Your Dragon: Training-free Embodied Object Goal Navigation with Semantic Frontiers.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation How To Not Train Your Dragon: Training-free Embodied Object Goal Navigation with Semantic Frontiers

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:47.826124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:47.826124Z digest=sha256:00f640703780692665f4c1e9c73489ac7075de22d6872cfaadcd85ecf97cbab9

Observation 015771a5-9661-4a41-993a-219b382d8a73 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:47.840672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:47.840672Z digest=sha256:2e24b0080ddf1c96b54417d8da48d0538a758c83b37db392443d2ffe470a6344

Observation dc6f7bf7-7d1d-4898-915e-632dc7edb3a1 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Advances in Neural Information Processing Systems , volume=

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:52.259903Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:47.850975Z digest=sha256:cd5ac1b257ff1ca65f086da6f7708cb83482900b23b9245d57aa026e18bd7b20

Observation f8dabfd4-40de-4053-bd4b-9965f049ba83 · outbound

This paper cites an unresolved cited work.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:12:52.222637Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:47.863065Z digest=sha256:7f1cf1504ad580a91cf50eb066d933dd276df04f108c3ff5798c69bca2c369e6

Observation 778c6deb-0c99-4d96-b163-3b99a672208e · outbound

This paper cites 8th Annual Conference on Robot Learning , year=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation 8th Annual Conference on Robot Learning , year=

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:52.172457Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:47.872924Z digest=sha256:e67b4ab83f8ce1da05bc13394221baf89fb9156ba8bc27536cb45e9af57c1a8a

Observation 09a91b64-6242-46f4-b8b2-d5b06783038a · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Advances in Neural Information Processing Systems , volume=

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:47.881602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:47.881602Z digest=sha256:f0e44a3f6bcc1d0f024790c34c11c85776ee042efaa8d968415a1b80e38764a6

Observation eab3bc18-3cad-4436-a182-38e81128295c · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:52.101042Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:47.892257Z digest=sha256:de013dcb55764892c0c8134ef445286e3ad80e7c65ed26d78132a4c21ed11117

Observation 0cdf0db5-4379-4731-91ba-c33f3946b80e · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:47.901224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:47.901224Z digest=sha256:c0bb8aa5fa04b70be88f3ad8e78609a92d4dc65993afac38184d5506c3e9d4e7

Observation f8aabb65-ce12-4ee0-a414-eed4a52a4974 · outbound

This paper cites Proceedings of the 40th International Conference on Machine Learning , pages=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Proceedings of the 40th International Conference on Machine Learning , pages=

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:52.019297Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:47.911772Z digest=sha256:ddbe9506b25fa3755169786bd0c4519f0549787eee3f41c8743a5e0ee6feab64

Observation 81f8dd00-6fc8-4ab8-be8a-7312d7335543 · outbound

This paper cites an unresolved cited work.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:12:51.949835Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:47.925928Z digest=sha256:93eb3eb6148cd367fbc57dc2a63ae56ddc00b72c144ea8c3b266400b384c2e12

Observation a805c1ac-db01-45e5-bfcd-c51b91ec2bb7 · outbound

This paper cites 2019 International Conference on Robotics and Automation (ICRA) , pages=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation 2019 International Conference on Robotics and Automation (ICRA) , pages=

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:51.893776Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:47.931968Z digest=sha256:5c96b1c85d5a9f33e59eaea13a81ca0ea67cca83e98f93b61e18b35ee2941edc

Observation c055381e-8edb-4e18-bede-e9642e1b4cd5 · outbound

This paper cites an unresolved cited work.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:12:51.846491Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:47.940571Z digest=sha256:657653c6948fff283a7e33e87257dd542dd4a7bfa1935027f367ce04095e2c8a

Observation 35482ae9-8cd9-4890-b1c4-4562e06c4227 · outbound

This paper cites an unresolved cited work.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:12:51.796148Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:47.949203Z digest=sha256:6c8f9ab857f994a14f7c4e86c3c9906bb8fcd5f437a3c8a822652a375b7abe35

Observation e9c289a5-3f10-4aa0-9698-b97f146599b0 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:51.758519Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:47.957497Z digest=sha256:171504968f464bdd64979c04461bc51f7a9be4bf3b0035cf086d19c582a99b2b

Observation d0ec4710-1aa7-40f6-ab8e-c241f1560dd8 · outbound

This paper cites 8th Annual Conference on Robot Learning , year=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation 8th Annual Conference on Robot Learning , year=

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:51.724189Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:47.967414Z digest=sha256:24be4cf88cd80676fa2ca4ef6641c4bff60e72199ecbc70829c0254f226bf5ee

Observation 9277ba6f-afd3-46ce-b825-ab64fac0de2e · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Advances in Neural Information Processing Systems , volume=

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:47.973605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:47.973605Z digest=sha256:489c7ec5fb22eb7ef2b716b7c66f3ce82fcaa389a1d06872a481d50b8a088ab0

Observation 92da52c2-778b-4db2-908f-cda6235edf15 · outbound

This paper cites 2023 IEEE International Conference on Robotics and Automation (ICRA) , pages=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation 2023 IEEE International Conference on Robotics and Automation (ICRA) , pages=

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:51.641481Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:47.983471Z digest=sha256:c716bf6b3b92cd0b6ab221fdb82e0e34ddfca8a5316f98af8e537bc7f3d1911d

Observation 2c6ac845-f161-4108-9314-876b48afacae · outbound

This paper cites Conference on Robot Learning , pages=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Conference on Robot Learning , pages=

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:51.600211Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:47.993719Z digest=sha256:bc34cc9586f65f51dd6eac6a3a5710fb3ec176d9c8bac3db1c72754d47b15dfa

Observation 4a92d01b-7154-47df-8385-434608f08a09 · outbound

This paper cites an unresolved cited work.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:12:51.558038Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.002918Z digest=sha256:02d9a4aa2b67c8b1b422deb0c575071846d5823366c36ea9d9c41009e00ef100

Observation b1dcb8ba-e185-4c26-9ba8-d2053f2accc8 · outbound

This paper cites an unresolved cited work.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:12:51.503339Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.013201Z digest=sha256:dadf9243b2251e23300e4f7e01e04295dfba32fdd76360707b52c9971b920366

Observation 9edf2f77-c3af-445d-bbed-9ec7acf9bce1 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:48.031232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:48.031232Z digest=sha256:09d27f08f2c2100c772c1e29e5e1096adcceb7b29022edc9201842b99c773684

Observation 9c9f0d65-adab-4c16-89f6-927bdb75d805 · outbound

This paper cites 2023 IEEE International Conference on Robotics and Automation (ICRA) , pages=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation 2023 IEEE International Conference on Robotics and Automation (ICRA) , pages=

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:51.403695Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.050846Z digest=sha256:6272a99cfabe9fe1614453a5f4c25713790747512600929257dd6de8df130799

Observation 5eaad62a-241c-46f4-ac5e-5783e87e3014 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation SAM 2: Segment Anything in Images and Videos

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:48.064903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:48.064903Z digest=sha256:f0759cb88994afea90c675d11a3659e331ea0fe42463fcb9b476cae895291545

Observation 48128fa1-750f-49b3-9d0d-2c5e55de33e1 · outbound

This paper cites 2024 , organization=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation 2024 , organization=

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:51.358091Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.077184Z digest=sha256:a993a4cee4e3c4ba90f0f75d49d645e3378c390324f5cd8516907b2685138e79

Observation cdbb872a-f91c-4c38-9b56-3baac63c5c2b · outbound

This paper cites Habitat-matterport.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Habitat-matterport

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:51.309722Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.087735Z digest=sha256:d75e6cbbc8416bbcd3fbfac6976c1f8593ee2fd1efbe530fb137b4cb04f58c72

Observation 0f74316f-52c3-4947-829a-fa3c854efb5d · outbound

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

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation 2025 IEEE International Conference on Robotics and Automation (ICRA) , pages=

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:51.277488Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.095784Z digest=sha256:346e2490647a5a668de69f9047f787980293f7b18efbdb37b3c3f24b06d8b7b1

Observation ca8ba2b8-7195-4e5a-9a83-18778757696f · outbound

This paper cites arXiv preprint arXiv:2603.06914 , year=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation arXiv preprint arXiv:2603.06914 , year=

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:48.106097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:48.106097Z digest=sha256:af5c1f2534556a1a93bcd864ff470e87f34ed34f306c008d4c0c527c322a989b

Observation 9704483f-04a7-4452-825d-fce3c5c8a34b · outbound

This paper cites Hydra: A Real-time Spatial Perception System for 3D Scene Graph Construction and Optimization.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Hydra: A Real-time Spatial Perception System for 3D Scene Graph Construction and Optimization

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:48.117974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:48.117974Z digest=sha256:1a36f21b9783361d201bbaa41c988085a899f439cfcaa1435851a943c4790cf1

Observation 9470df70-aa38-4c67-8594-9a96000a144e · outbound

This paper cites Habitat: A platform for embodied.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Habitat: A platform for embodied

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:51.225869Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.127711Z digest=sha256:ca90e1314db1a50fbb3ad8e2e2802356af06c0ffd9291e8ff5e0a5c15ed9df85

Observation 874c6008-7980-47fb-9cbf-a3eadf4ea77b · outbound

This paper cites LangMap: A Human-Verified Benchmark for Hierarchical Open-Vocabulary Goal Navigation.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation LangMap: A Human-Verified Benchmark for Hierarchical Open-Vocabulary Goal Navigation

Reference 32

Resolution
metadata mismatch
local_arxiv, observed 2026-08-16T04:12:49.354602Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.135867Z digest=sha256:88f1527b55c7304ae91aa68cb4a5c3be76cf238a34ed2319d3648a7b30b8e4ce

Observation 30eac8ad-fbb1-45ed-93a1-c98e730ed031 · outbound

This paper cites 2024 , organization=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation 2024 , organization=

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:51.173360Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.150741Z digest=sha256:615f5fc0acf2b37ae143485f00ab78f5e20548d5a3b6afbe57631a097c446a1e

Observation d0955c2a-0514-4ebe-a8bf-700b2f400343 · outbound

This paper cites an unresolved cited work.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:12:51.116724Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.161180Z digest=sha256:1aeb88a8b1f8ccc72ba96b326b9e3cd60a99fbe36af44d51b4dbde2f3e10cb2b

Observation ec8702a1-d4c8-430b-8cfd-25a7a49fa57c · outbound

This paper cites Robotics: Science and Systems , year=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Robotics: Science and Systems , year=

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:51.059162Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.183016Z digest=sha256:4abe2ffc9617bf214be176befe40124e9be527b6b1065b3e409214751e373918

Observation 8ac9c8a0-207e-4d5c-b0c4-0ef06583cbe4 · outbound

This paper cites International Conference on Computer Vision (ICCV) , year =.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation International Conference on Computer Vision (ICCV) , year =

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:51.006318Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.193014Z digest=sha256:42359ff0ebb394b9442e5ee9b1366dd15b6bc6353a62850465592f9f2920b416

Observation 95e8dddb-97aa-48c5-be0f-bea197ebb508 · outbound

This paper cites an unresolved cited work.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:12:50.950839Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.203749Z digest=sha256:1bb1194f2d9d35a29a98eb5193d561765fa0e36f593d9683d3d04044be4a83d0

Observation e49ea4c7-93e3-4a41-81cf-c21319505525 · outbound

This paper cites arXiv preprint arXiv:2604.02318 , year=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation arXiv preprint arXiv:2604.02318 , year=

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:48.209544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:48.209544Z digest=sha256:6be83d40f8866f9214f11ef40fca58705ca6de739135c3e3cd3a2eccae3fadc1

Observation 3fe4bbe6-f255-486e-9ca0-97d2386f2a82 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:50.902606Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.217810Z digest=sha256:3d0fe55c239f314c6ac880e8e0a9d3caff40d1893e9742ac08fbcc397dc6b56e

Observation f1a4fa9b-19a3-46b7-a669-f0cd09b5f6e5 · outbound

This paper cites an unresolved cited work.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:12:50.856650Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.224250Z digest=sha256:c0cfae964d1f218c68d1bcabcb3912fb9827cdf0421190f0dfb311124d320310

Observation 7e144724-a103-4d0b-bddd-a25619da2455 · outbound

This paper cites arXiv preprint arXiv:2509.12129 , year=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation arXiv preprint arXiv:2509.12129 , year=

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:48.230118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:48.230118Z digest=sha256:31ed7ba751ac964ec58743ccbe86babc4e01dfc6595499b570b6d8fea7d99bc5

Observation 77552c2e-ac33-4d1c-ae34-d1d3cbaf0985 · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation gpt-oss-120b & gpt-oss-20b Model Card

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:48.244078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:48.244078Z digest=sha256:e8ef60e3cd562b5f54d2e69569bcff88be001573855f8e4f615bd3a209aa05b2

Observation f7e84b44-101b-4970-8a1d-284144f54bac · outbound

This paper cites an unresolved cited work.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:12:50.822287Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.251371Z digest=sha256:a09690b52460bf242e574c53a2bdb65f3a9d022988e1f99c7cc3cfa28741eec2

Observation 58b13777-f9ff-4f60-9d7c-00d6dcd74d64 · outbound

This paper cites Artificial intelligence , volume=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Artificial intelligence , volume=

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:50.776710Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.258923Z digest=sha256:0f4e54847f11cbf876b978d8b67c1493e3904d5d5ccf0b283b24e4ddad73fb18

Observation a1cc8fd9-e042-43ea-a513-6917cc52a60f · outbound

This paper cites Proceedings of the IEEE , volume=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Proceedings of the IEEE , volume=

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:50.733775Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.270430Z digest=sha256:27b682865ee9df38de7c9a687d63289ade8cbdf6bb5627146b5c1f3e1daca2e9

Observation 8d63c2cf-2214-4c3a-ba33-79b687d729d4 · outbound

This paper cites Qwen3-VL Technical Report.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Qwen3-VL Technical Report

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:48.278040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:48.278040Z digest=sha256:3bb62d214e612bdb05c110430b28413e4417fa9fe9628bab5c509c2034bc8e1b

Observation 7d6372b6-a20c-4f64-8625-82c217e0fdea · outbound

This paper cites Proceedings of the 2026 International Conference on Multimedia Retrieval , pages=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Proceedings of the 2026 International Conference on Multimedia Retrieval , pages=

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:50.684823Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.283406Z digest=sha256:dee3cc7779ebd3f7116a2f0fef4fda726cc93be4998cbe0fe07cbdb62a83e88e

Observation 47bb3496-c864-406e-8a98-76a75751815a · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:50.618555Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.290904Z digest=sha256:b387c6651cc8d4129157aa2779a29a8950816c1c20893c7bd3f279907334b4a5

Observation cab386eb-85e2-4805-baa7-40e34bc76114 · outbound

This paper cites European Conference on Computer Vision , pages=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation European Conference on Computer Vision , pages=

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:48.296450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:48.296450Z digest=sha256:f529623bfc508f5cab17e118b32ed72069338fbd37ca21c24214130be0f1c4a2

Observation 914bfe95-2c77-4397-baef-a05cee6966fb · outbound

This paper cites OpenFrontier: General Navigation with Visual-Language Grounded Frontiers.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation OpenFrontier: General Navigation with Visual-Language Grounded Frontiers

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:48.305815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:48.305815Z digest=sha256:2f7093480e66206e72028af7080f47a85d60e3985de42c1fc30fa1271f826e2b

Observation 941a0783-1f98-4d5b-96c7-a96d657842c4 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:50.503475Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.313182Z digest=sha256:e5185fe5105798ea913bad59b821d0b1caa2d18e40be36a5c2e4b281e3d075da

Observation 93ec02b4-6f91-4bb6-88b1-5d491d6ad4ec · outbound

This paper cites International Conference on Learning Representations , year=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation International Conference on Learning Representations , year=

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:50.449123Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.325292Z digest=sha256:e759dd301a283c36e68d0a82a0330406daf3c52dadae3aa49abf56e9bfdab85a

Observation 6d6ff5d4-9f42-4b29-a9fd-7166f3381fcd · outbound

This paper cites 2005 , publisher=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation 2005 , publisher=

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:50.399616Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.332303Z digest=sha256:6ab2dca0edf959cf387a3b79e26a76c05dfa040af4adedf22d0336cb8d81421c

Observation 2cccf749-0454-4e76-9905-e6c1b747e35e · outbound

This paper cites Hierarchical open-vocabulary.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Hierarchical open-vocabulary

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:50.361642Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.342332Z digest=sha256:bc9fa4791a7aac798771b57786a90df473f536d897d91e908e744757feb5da73

Observation 9e540f46-642c-4c41-9006-db2a8166cb25 · outbound

This paper cites Spatial-Aware and Viewpoint-Robust Vision-Language Navigation , year=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Spatial-Aware and Viewpoint-Robust Vision-Language Navigation , year=

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:50.317602Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.353463Z digest=sha256:fe71f498ed5d6e1c8a14e490f66da76dbee0ee3bb6064ac9b86a7c28b6c76a31

Observation 6c42fd42-38b7-4497-a0a5-335290526dd0 · outbound

This paper cites Proceedings of the International Conference on Automated Planning and Scheduling , volume=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Proceedings of the International Conference on Automated Planning and Scheduling , volume=

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:50.273167Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.365321Z digest=sha256:4636c51afbadd66526fe6b0d77914b085a73011abafc853fe22824b3da14c877

Observation dad6d7d3-30ef-49f1-8c48-660f6e0cedb2 · outbound

This paper cites an unresolved cited work.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:12:50.229723Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.372763Z digest=sha256:8ea81571dd16aabf9ba1aee3eaefe5a4f76ae2f681fb992af2716e2e7a96443e

Observation e3cb30cc-763e-4ca1-8d1b-11cf1704cdab · outbound

This paper cites International Journal of Computer Vision , volume=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation International Journal of Computer Vision , volume=

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:50.192904Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.381239Z digest=sha256:5127cbc7f39a5f3598d506baf307dcc895399260bda5d963236858fe8182305b

Observation 983a89d0-6fec-47c2-856e-472b54eaead0 · outbound

This paper cites arXiv preprint arXiv:2601.06806 , year=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation arXiv preprint arXiv:2601.06806 , year=

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:48.390048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:48.390048Z digest=sha256:1990142e984773385e932b2aaf44c477a6c3cd4a6ce1c6eac6d3ca02985d877f

Observation bf15d492-d93d-4bd4-94a6-164868fa0f47 · outbound

This paper cites Active Scene Recognition for Domestic Robots: Observing, Moving, and Recognizing , year=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Active Scene Recognition for Domestic Robots: Observing, Moving, and Recognizing , year=

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:50.149301Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.395700Z digest=sha256:1ed7cce0dff6792bdd8ab9375634f3adbe9fd01650a243e7775d706afbdd4f2c

Observation 497dc467-380b-4707-a8c5-31e75f5d9282 · outbound

This paper cites 2017 , publisher=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation 2017 , publisher=

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:50.103374Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.404948Z digest=sha256:630bda7bbd87cd831e970f6f1e243175dd2fab618e7cb8d9b6a0674f4a987783

Observation 7703cccd-7a1a-431e-bb67-932992273da9 · outbound

This paper cites an unresolved cited work.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:12:50.038245Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.413895Z digest=sha256:33ee01b60f42191dbc1a924f9c80bc14e80f0ca530afa5a057d8aa1a99093b20

Observation da948eda-b61a-4f3b-9d3d-2801c32fb245 · outbound

This paper cites an unresolved cited work.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:12:49.994015Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.419934Z digest=sha256:f7e55085cc8bae8ba22f2ab4322e666c9d82c182d4dac0d606a9fbc4bfeb7616

Observation e04c3ed8-3d20-4b53-a880-15e8540a564f · outbound

This paper cites arXiv preprint arXiv:2601.08325 , year=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation arXiv preprint arXiv:2601.08325 , year=

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:48.426279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:48.426279Z digest=sha256:7e6aa2260a3cfaada49c9c397ceedc5d1f31fab2ecc62c8dc1899ffda7711a94

Observation 7c7de372-be61-4508-9599-a93d927f2d92 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:49.917813Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.441192Z digest=sha256:e282f51ba39a0d67ed5060caf1b3a021e05738bdb2b8a018e435edd7dfdbf1c2

Observation d526b8b0-3ce4-4f31-92a6-662fbb940f50 · outbound

This paper cites Autonomous Robots , volume=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Autonomous Robots , volume=

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:48.452784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:48.452784Z digest=sha256:70176a8de61e5f48b544aa7963a16c2a0ae1236559899de11ee9a3c9311e5b48

Observation 13f041f0-572d-4e1d-a5cf-f2977369386f · outbound

This paper cites 2024 , organization=.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation 2024 , organization=

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:49.829972Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.459612Z digest=sha256:18d2dac0924d32fb321c3553611d17b0eea0183a27d86fbfdbd6f6d4c3dcbf98

Observation 5c8cbb6c-8b2a-435e-8c26-ab721ad3a76f · outbound

This paper cites 2026 , howpublished =.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation 2026 , howpublished =

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:12:49.791164Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:12:48.475709Z digest=sha256:2f7eb260c80101c873091d07dd0a36e6e85236268a24de7c93e1a3472faabea8

Observation b635ab39-8239-4609-8d01-f8caf67ad423 · outbound

This paper cites GPT-4o System Card.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation GPT-4o System Card

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-16T04:12:48.486782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:12:48.486782Z digest=sha256:594e6ec0f826f434bef824f680f83aad90ce7793d38679b765535ee1cbe2c336

Observation 1f2e80d7-636d-450c-b590-4b5321cf26d3 · outbound

This paper cites Qwen2.5-VL Technical Report.

SAP-Nav: Spatial Semantic Representation Meets Active Perception for Hierarchical Open-Vocabulary Object Navigation Qwen2.5-VL Technical Report

Reference 70

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source=arxiv_source observed=2026-08-16T04:12:48.501016Z digest=sha256:709f67c59740361b488024a462a1a6cfa347fd37125dd83b0515fd3b924cb1e1

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