Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:42:59.145803Z
Paper Citation Record · LEDGER
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation
As of 7 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2608.04825.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
51 of 51 outbound references displayed
- verified exact0
- verified fuzzy25
- unresolved22
- parse uncertain0
- malformed identifier0
- metadata mismatch4
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 088bc32d-0d33-412a-b75b-d68c08235bfd · outbound
This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:43:00.091491Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9fac3619-20b3-462b-b223-c319664c7134 · outbound
This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:43:00.083157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 85473818-5643-40cd-a74f-104ce6e2c8b5 · outbound
This paper cites VGAS: Value-Guided Action-Chunk Selection for Few-Shot Vision-Language-Action Adaptation.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation VGAS: Value-Guided Action-Chunk Selection for Few-Shot Vision-Language-Action Adaptation
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:56.414554Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76a250b6-1d0a-4148-a0c5-3dc217b88890 · outbound
This paper cites 2026 , booktitle =.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation 2026 , booktitle =
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:43:00.074398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a81e81d0-d8e7-4ab8-9264-0b1e829252a9 · outbound
This paper cites Exploring Spatial Representation to Enhance LLM Reasoning in Aerial Vision-Language Navigation.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Exploring Spatial Representation to Enhance LLM Reasoning in Aerial Vision-Language Navigation
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:56.635108Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea664289-46fa-4853-b66a-7a910bf501f7 · outbound
This paper cites Aerial Vision-and-Language Navigation with Grid-based View Selection and Map Construction.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Aerial Vision-and-Language Navigation with Grid-based View Selection and Map Construction
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:56.732441Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e1671b6-92b7-4c7e-98da-3ceb541e662e · outbound
This paper cites International Conference on Learning Representations , volume=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation International Conference on Learning Representations , volume=
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:43:00.065407Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3f6886cf-0a8b-4186-b7e4-f63287741ef7 · outbound
This paper cites Findings of the Association for Computational Linguistics: ACL 2023 , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Findings of the Association for Computational Linguistics: ACL 2023 , pages=
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:56.882817Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20e589be-82c9-4bf2-b139-b61c2b883c19 · outbound
This paper cites arXiv preprint arXiv:2603.14363 , year=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation arXiv preprint arXiv:2603.14363 , year=
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:57.015832Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf0bf0fe-ed3b-478d-bb47-3e48ab0333a2 · outbound
This paper cites Grounded Vision-Language Navigation for UAVs with Open-Vocabulary Goal Understanding.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Grounded Vision-Language Navigation for UAVs with Open-Vocabulary Goal Understanding
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:57.170539Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 597d880a-5d35-4e28-b998-eb4642f8da36 · outbound
This paper cites arXiv preprint arXiv:2504.09587 , year=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation arXiv preprint arXiv:2504.09587 , year=
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:57.290275Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a209153e-13d0-4674-b76b-5a621482afe0 · outbound
This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the AAAI Conference on Artificial Intelligence , volume=
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:57.378095Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87831d25-74a4-470f-83b8-3277f3ceb150 · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:43:00.044838Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 837b31a8-9a14-48dc-bfa0-ed0c03478f17 · outbound
This paper cites 2025 20th ACM/IEEE International Conference on Human-Robot Interaction (HRI) , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation 2025 20th ACM/IEEE International Conference on Human-Robot Interaction (HRI) , pages=
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:43:00.035864Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d5e47fcd-21e7-4ee6-b88b-025fb90b1272 · outbound
This paper cites 2025 IEEE International Conference on Robotics and Biomimetics (ROBIO) , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation 2025 IEEE International Conference on Robotics and Biomimetics (ROBIO) , pages=
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:43:00.026578Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ffbe6fa1-df42-4c0a-8466-494989aee725 · outbound
This paper cites Target-Grounded Graph-Aware Transformer for Aerial Vision-and-Dialog Navigation.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Target-Grounded Graph-Aware Transformer for Aerial Vision-and-Dialog Navigation
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:57.871587Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62ab73ea-ca54-4964-a291-c0edbf16ef07 · outbound
This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the AAAI Conference on Artificial Intelligence , volume=
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:43:00.017623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 15c89bb4-0177-4194-9302-c11b9bee6fe7 · outbound
This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the AAAI Conference on Artificial Intelligence , volume=
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:43:00.007831Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 78248b5f-15da-473b-b6af-2f17af0e29d2 · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:42:59.998301Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 124a6ffa-7df3-411c-9d63-a2c4cc91b35a · outbound
This paper cites SpatialFly: Implicit 3D Prior-Guided Visual Reparameterization for Continuous UAV Vision-and-Language Navigation.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation SpatialFly: Implicit 3D Prior-Guided Visual Reparameterization for Continuous UAV Vision-and-Language Navigation
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:58.282472Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c41a5a48-0df0-4b36-83c8-9165c56231da · outbound
This paper cites arXiv preprint arXiv:2511.06182 , year=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation arXiv preprint arXiv:2511.06182 , year=
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:58.368117Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8f87e49-a004-4b82-96ca-5d3454b8482b · outbound
This paper cites DynFly: Dynamic-Aware Continuous Trajectory Generation for UAV Vision-Language Navigation in Urban Environments.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation DynFly: Dynamic-Aware Continuous Trajectory Generation for UAV Vision-Language Navigation in Urban Environments
Reference 22
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T15:42:59.559233Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a50de371-34cc-4e8c-8631-6e14ee04b3ac · outbound
This paper cites See-and-Reach: Precise Vision-Language Navigation for UAVs within the Field of View.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation See-and-Reach: Precise Vision-Language Navigation for UAVs within the Field of View
Reference 23
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T15:42:59.547167Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a3f83152-34ed-4b77-a50c-29b9d9133d26 · outbound
This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:42:59.989054Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 94732ee5-14b1-404d-8bb0-66e8bd167f23 · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:42:59.980240Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ebf1a40c-8e50-401d-8f64-18367b4088cc · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:42:59.971245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 12040803-838f-4e40-bf20-5f4939b3723d · outbound
This paper cites Think Like a Pilot: Fine-Grained Long-Horizon UAV Navigation.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Think Like a Pilot: Fine-Grained Long-Horizon UAV Navigation
Reference 27
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T15:42:59.535257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b843e63e-2a6b-4ca9-b26b-17430335e3dc · outbound
This paper cites Proceedings of the 33rd ACM International Conference on Multimedia , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the 33rd ACM International Conference on Multimedia , pages=
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:42:59.962162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 13516225-df36-4372-bc30-2fc7da57e6e4 · outbound
This paper cites Advances in Neural Information Processing Systems , volume=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Advances in Neural Information Processing Systems , volume=
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:42:59.953186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 595ee6ed-036d-4d39-adc1-80b2b397b69f · outbound
This paper cites Qwen3-VL Technical Report.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Qwen3-VL Technical Report
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:59.082484Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2840b0cd-88e5-40b5-b81e-0fb425b211b3 · outbound
This paper cites 2025 , eprint=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation 2025 , eprint=
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:59.085450Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9370f1e4-2950-428d-948b-d853ee21fe05 · outbound
This paper cites arXiv e-prints , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation arXiv e-prints , pages=
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:42:59.937962Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8a434a98-2e24-46e2-9af9-01221dafed87 · outbound
This paper cites International Journal of Computer Vision , volume=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation International Journal of Computer Vision , volume=
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:42:59.929315Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 99ada1fb-28b3-4e12-8c0e-99606085cbbd · outbound
This paper cites Proceedings of the 33rd ACM International Conference on Multimedia , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the 33rd ACM International Conference on Multimedia , pages=
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:59.095814Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36015a70-4a14-4094-a63a-007257ac0b94 · outbound
This paper cites NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning , year=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning , year=
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:42:59.913802Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ce9ef39e-c108-4123-9d2b-11b9b7da2171 · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:42:59.904770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4c7b1bb8-b951-4c23-992d-2041cf98b4a2 · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:42:59.894988Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a70f4c78-7dde-4948-b189-d3e5006e7ad3 · outbound
This paper cites Proceedings of the Computer Vision and Pattern Recognition Conference , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the Computer Vision and Pattern Recognition Conference , pages=
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:59.108044Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33bb0059-db08-41e0-b7f6-1ff04234de2e · outbound
This paper cites IEEE Transactions on Multimedia , volume=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation IEEE Transactions on Multimedia , volume=
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:42:59.879525Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3988763c-7e57-4b00-b973-67f7a180d8c4 · outbound
This paper cites , author=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation , author=
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:59.114059Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f21a0e7-57e1-4d93-b254-f4f243bdbaa7 · outbound
This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:42:59.865424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 269e4502-5b17-46ae-865b-3f37f4ee30e3 · outbound
This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence , year=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation IEEE Transactions on Pattern Analysis and Machine Intelligence , year=
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:42:59.857087Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0be9d4d2-b5e5-4eea-9c02-60a2e5df4434 · outbound
This paper cites arXiv preprint arXiv:2603.10682 , year=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation arXiv preprint arXiv:2603.10682 , year=
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:59.123052Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 008f3039-c329-4abf-89e0-3c8860fb5a96 · outbound
This paper cites arXiv preprint arXiv:2512.15258 , year=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation arXiv preprint arXiv:2512.15258 , year=
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:59.125594Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4696a7a6-f53e-4855-9a11-0d9682ea3dc4 · outbound
This paper cites arXiv preprint arXiv:2602.00551 , year=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation arXiv preprint arXiv:2602.00551 , year=
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:59.128331Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 761234f3-623d-4c88-9c48-ae353740f63d · outbound
This paper cites ImagineUAV: Aerial Vision-Language Navigation via World-Action Modeling and Kinodynamic Planning.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation ImagineUAV: Aerial Vision-Language Navigation via World-Action Modeling and Kinodynamic Planning
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:59.130907Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08bf5f46-9b92-4d29-ac58-09b947acd48d · outbound
This paper cites WorldFly: A World-Model-Based Vision-Language-Action Model for UAV Navigation.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation WorldFly: A World-Model-Based Vision-Language-Action Model for UAV Navigation
Reference 47
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T15:42:59.286946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c74c0df0-6ecf-418c-bb5c-27e71bfe1130 · outbound
This paper cites arXiv preprint arXiv:2602.09657 , year=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation arXiv preprint arXiv:2602.09657 , year=
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:59.137085Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afa055f1-1234-4d0a-b1c6-57c3444ac832 · outbound
This paper cites Procedia Computer Science , volume=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Procedia Computer Science , volume=
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:42:59.848249Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c9a22be3-0162-4120-8bdf-5f4fdec9c539 · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:42:59.839556Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8694a104-4ed1-4bc4-994e-e90d4ff8b656 · outbound
This paper cites NavAgent: Multi-scale Urban Street View Fusion For UAV Embodied Vision-and-Language Navigation.
Deliberate Before You Fly: Vision-Guided Spatial Deliberation for UAV See-and-Reach Navigation NavAgent: Multi-scale Urban Street View Fusion For UAV Embodied Vision-and-Language Navigation
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:59.145803Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.