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Paper Citation Record · LEDGER

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation

As of 22 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 1 inbound Pith citation observation for arXiv:2508.15232.

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

pith.paper-citation-record.v1
2508.15232 v1

Coverage vector

measured 77 of 77 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:06:04.212196Z

measured 78 of 78 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T12:53:44.976413Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

77 of 77 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved73
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 09c31148-66f1-4ce9-a4de-187386143b23 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:31.631849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:56.887950Z digest=sha256:996357bdd7fed04bcb331ff31f752159ca49692738dffc38fc8301b191963147

Observation e1ec3687-03bb-4928-8617-1605f0e0d2b9 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:31.383752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:56.976198Z digest=sha256:27c9314be960b1d272234e5fdb3faaeaabd3af03dff0e00bfa864d982de5797d

Observation 0c35bc53-cedc-40b4-865c-2fb505f2d9b3 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:31.018517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:57.137550Z digest=sha256:5a432813471398afb6320d24daaa596f5c56163ad8822ec4dbec54b3b2bca558

Observation 9fb29100-8acb-4285-b8a6-32a9059cd7b1 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:30.763976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:57.201330Z digest=sha256:9359bc22cc93e5e6898be4ff675b178fc7e38db9700f7cfce52a2bc0d431ccef

Observation 4433cbfe-fb4c-4cee-bfbb-bf282a154543 · outbound

This paper cites RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T18:05:57.283063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:05:57.283063Z digest=sha256:a166507cd708e5ab66b61ab9fddb07aaccd4e2d4da5b7e07c77af9498c544d6c

Observation 342365c2-e80d-4742-8401-a7f73f8a75b7 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:30.454335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:57.392772Z digest=sha256:4e74dc050a560fadc40c692e36a3d2d9c3ac14fd9ee97184a12494e27c673109

Observation f1a7d5dc-1ba4-4c83-8839-f311495afaf1 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:30.056910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:57.475728Z digest=sha256:ab22afff6973063f213020cd6380728b50960716445ba0f6741f7343e6a8a20c

Observation e6299d1b-04ac-4504-8a31-31d5d120a756 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:29.668940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:57.558641Z digest=sha256:47d05bd18c0e6c9100fa96c85788a7a2a1ea879386b13e4820bfd254e9d591c6

Observation 180c6e1a-24c7-4e78-9bda-a6e731d7a10a · outbound

This paper cites MapGPT: Map-Guided Prompting with Adaptive Path Planning for Vision-and-Language Navigation.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation MapGPT: Map-Guided Prompting with Adaptive Path Planning for Vision-and-Language Navigation

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T18:05:57.637590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:05:57.637590Z digest=sha256:0766f211cbb2aa88bf396a432d13e76440b81ee4fbf583aab9b5ebe027fba313

Observation 1114acec-d543-4777-b926-48a690adaf42 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:29.320104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:57.722027Z digest=sha256:3891299075043051030d090ca0e87de5815ae6f17a914e8241fc2942f8978433

Observation f8ee4d7e-ba6c-4325-83e2-2eefd4af80c8 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T18:05:57.878375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:05:57.878375Z digest=sha256:8d7ef894a4593dc6b098060fdf5286b4e49b8686a95b86392a5bda763274703f

Observation 3833a462-0107-4e50-ad29-0639dcdac27d · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:29.028581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:58.008480Z digest=sha256:2de2653d8810f5472c212abe9785c904084aa2abfff90bd42542c2e51ea2603a

Observation 3d769563-e56d-4f2a-913c-27856a5d42d6 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:28.721766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:58.117716Z digest=sha256:c9aa9249b9e912c6dd158ce41361a85e764b6d47625b173c4d45f1d9de221cbf

Observation 50ef9715-1858-4f0f-b06e-d6f51f451870 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:28.004834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:58.379984Z digest=sha256:3c5083867cdf7933b9311d177c09a8e17946f15161890a6c1ed7a7b8ce4a4490

Observation dd3dcfa4-58a3-43b0-b241-1be1e1f81d04 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:27.796386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:58.506978Z digest=sha256:a7449925616a2eabdc0c62300d7279a08ff27763cbacd4573f0e7eab92aafc9f

Observation 3a669b9d-64b6-417b-942f-9e92dfd754e3 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:27.603348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:58.631988Z digest=sha256:b5f75e7aafa5692e24a63906efe9cc44ba11b6f412c8974999adcfd0844d02b8

Observation d8e85752-2189-43fd-acd6-019a802380f6 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:27.402370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:58.712032Z digest=sha256:812f390aba005d9d4d033af968685a066649758cd1b3c5b28f89a573fd8ee1e1

Observation 7e30ba66-98f0-476f-8136-26e6082b15ee · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T18:05:58.827587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:05:58.827587Z digest=sha256:360fe3573446e3b3d4b9a99a9ff3d76636b2a32a129fdaa9d5f6002c21be12bb

Observation 80d33d75-5c5d-420a-91f4-0165814cbd32 · outbound

This paper cites Exploring Spatial Representation to Enhance LLM Reasoning in Aerial Vision-Language Navigation.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Exploring Spatial Representation to Enhance LLM Reasoning in Aerial Vision-Language Navigation

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T18:05:58.942208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:05:58.942208Z digest=sha256:9b3823dd3f559def785d88106ea8939f575c9075d871a65ae7f1d0c3e794e6b7

Observation 36ed1687-8e10-43ca-a696-f2bb589fadd1 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:27.172009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:59.042261Z digest=sha256:7a9fe6a8018c864a0661f69c3d8bd33afb9902961c220034c3c761103e3ac212

Observation ba905017-fdb0-4492-b28d-9ecc0cd994b3 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:26.951161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:59.095569Z digest=sha256:95af21a77396d4f9183509bb72c48e6a2caea6501e811c21ebc820c92c2fdeb7

Observation 7f0b8ecb-2815-4a60-9671-108af315c8d3 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T18:05:59.169698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:05:59.169698Z digest=sha256:e7b222497bb3e1107d9646d84a89de5daa1f67da0f3824b3e556623d3df2c040

Observation 4444cd85-9c9e-43fe-9e5c-3f45f772ccb5 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T18:05:59.289254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:05:59.289254Z digest=sha256:1eb3818f010c2779be7e6df4bf13e7f54750d1a5715451a682a5c885fd55bf5c

Observation 592aab96-98d8-4ace-a03f-ab20b59e0ce1 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T18:05:59.460510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:05:59.460510Z digest=sha256:a21bebdf8557957c0b8037471f80924d3095516de5db39012a30cc7111c9ac25

Observation 66d1b2a4-f4b2-4cd9-86c2-3f9806b49f54 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:26.367026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:59.677908Z digest=sha256:d1fa69f07c3487640e0dbdfe92286bf826db44b6c4349ec54f2931b5c05ba2ae

Observation b307bb71-ab66-4c7c-9c2f-e483a19d837d · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:26.141228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:59.743391Z digest=sha256:dd700236296cd3513806746df951371cf128a702d96c4b192b65c9f6d1eaaa4a

Observation 70d30931-2f4f-4e68-8423-290cfd507daa · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:25.814343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:59.921688Z digest=sha256:cf9346e4ff0edb37b2854eab85a54e4548e3d2fb90521c0ae7da05ab7b5d94e5

Observation 2b4d83b3-e31e-4810-b27b-911d30079f09 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:00.028979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:00.028979Z digest=sha256:7c107e97de9301060531b55fc578b87b21d2e32c3a60af6c2ba138de6cf4403b

Observation 9d4b008a-f6ae-4cdb-a289-8e07cfe4ae3c · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:25.415514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:00.164551Z digest=sha256:e638245fc2f5a6a7ab3366fcc316e3979e1b7f333d6b0368961942ae4237f7dd

Observation 47f22e46-65b2-4dc8-a00a-c41b794b6d31 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:25.230438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:00.266027Z digest=sha256:52263e6baf599299c5985563c6b7a049f0cf8dca19b10ff4db5e8710898802c6

Observation 2290a2b5-f67c-4115-89b0-d84a337444eb · outbound

This paper cites LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:00.350739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:00.350739Z digest=sha256:07df2b3e037f18aa478b3fbfc338fe1f21ebf25042f13489c88210722f7970a6

Observation 890146a0-5154-4484-8c0a-8f6a755b61c6 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:25.030264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:00.471495Z digest=sha256:e8479f07d9effedacf1a3963fcb3f4f2d1d5cbe80c5b44de17b1b7e72748e006

Observation 2ea96d3b-c929-4b7f-97cd-3b8b54971050 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:00.582808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:00.582808Z digest=sha256:972a3fb7e01fde1177905a1b26599e75b1997c488e2a2db9444596258c30d8ed

Observation 0eb9952d-1572-462e-a011-5efc2b377221 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:24.788933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:00.712110Z digest=sha256:2a1f83e437cc81d0b9cf27370fb65afd5ba0d79448e7f4fa843e0761c56a9dfb

Observation 5ac00961-9a0f-4308-8954-9fd2e0d625ca · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:24.616557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:00.805838Z digest=sha256:62e3ca5449933a37f744105e9773ff4bcb1c680b9484deb84cd3c59156a1bb21

Observation 9a1c67cc-ad36-4299-833e-bd3f94644cc5 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:24.400678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:00.918843Z digest=sha256:f7b33794d2369aed55f186b3bace66c8acc95cd917cf4eaedc42acecec7d7258

Observation 7b5abf44-ad95-4fed-8c94-a8cebd704234 · outbound

This paper cites Decoupled Weight Decay Regularization.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Decoupled Weight Decay Regularization

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:01.075169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:01.075169Z digest=sha256:c6d790ca2f256eda9088def5be4719359890b8a3653c6547769a23cac0002c1e

Observation 07fde9b4-ac7d-4c0c-8af9-3cb007e2bcf3 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:23.916457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:01.167788Z digest=sha256:5447ecb139ffb4448368ee93d8b20fa1f50abebda4efa4ab57d2c3cb09fe1366

Observation 2e32b6d6-c44c-4408-9cda-e70fab4a03a6 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:23.665658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:01.272540Z digest=sha256:02f649707f8814f1d44151d16396bbf6bbe4ad949299fb077589c294fb34310e

Observation 6a4a8e71-37e8-45bb-872b-a530332686d3 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:01.361717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:01.361717Z digest=sha256:3225c520a552312ec1497615e0bedcebc60f6d08746b3fd8f235b81e147886f0

Observation 743c5267-9a8a-47eb-bd5b-a43cfdf21fc1 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:23.462180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:01.593543Z digest=sha256:5b7a968d00f5b0b47ebf3eb134fe4bf172961a7b0ab521774d11076a819aa03c

Observation 2005cf7c-6a58-45b0-b795-fc4b0617837c · outbound

This paper cites The Multi-Agent Reinforcement Learning in Malm\"O (MARL\"O) Competition.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation The Multi-Agent Reinforcement Learning in Malm\"O (MARL\"O) Competition

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:01.721308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:01.721308Z digest=sha256:0b891e2c58ceb89794fedfe26a86952238cd63560a5c4d844ce1d8a80620045a

Observation ea76bc05-2541-4872-9e25-6a67a65b5e0b · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:23.020581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:01.780786Z digest=sha256:ed3f9ee7256fcc140594550b0332484fd8d3b0353739044968989ad91e9c6412

Observation cc72116d-7725-4bea-9b3f-952d72564fdd · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:22.846801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:01.853776Z digest=sha256:da539e3c9edf32c149207bd20d8c06f3a06fd47d4a5fbbd35459b2cbb5c9eb40

Observation 392cb4b3-6e40-461f-ab35-5ea43c72f6fb · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:01.924847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:01.924847Z digest=sha256:8ab0cd7a3da4609afbc2b7fa0f5e3dc759f36c73cdb307389257a071561e6d85

Observation f4ccd337-91c4-4c5f-9523-c0d7eac7b3bd · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:22.661716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:02.032661Z digest=sha256:d6dc9cafafdba17b84058a314bfb51b2524a0f0b77ce67e7116a8340348389d8

Observation 5a7ca58a-2267-4978-8872-ed92c1a985e9 · outbound

This paper cites Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:01.475217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:01.475217Z digest=sha256:464922ecfaed6edae18f5deeace5cfc1dcb544ca31254a3bf2a5319d71a302c9

Observation c382f7a0-b1e7-43bd-87ce-c81940c2d284 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:22.428059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:02.223470Z digest=sha256:0fe4bbf194c4d4988be29b9bec9d676c839f3b8201090d38b10d006736511d68

Observation 1c0200ab-bca4-4af5-8dbc-4ae83d223481 · outbound

This paper cites In ICCPS.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation In ICCPS

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:06:23.231003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:01.660410Z digest=sha256:d346f4c523713f3e62e1ee281ece9630668bd76f9f8f23d77f09c5d6e171cb95

Observation 7be92243-4b87-4eb0-acee-98ed4a564552 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:22.033700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:02.445450Z digest=sha256:0d86714120485851f43d37cc7ff0ab813d70debe1f0ddde8b6b571375cdad7af

Observation b03828a7-97f6-42d6-9f7a-076a85314c52 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation LLaMA: Open and Efficient Foundation Language Models

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:02.555082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:02.555082Z digest=sha256:0824537e9cbd9dbea58fd60170c25f015eecadb125cce8afb65b934a0a72ec23

Observation 5827a9c5-b51a-490d-8ff8-9ce7d64d0efa · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:02.636360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:02.636360Z digest=sha256:a992b8c3b507a3de8959d9c558d9de30c358da29fe51ed1111f2bee09454cb3e

Observation 8cd02d4e-67c2-4c50-bc6f-a3f2dffa4ac1 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:21.852361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:02.732723Z digest=sha256:5aa75a9e13e1d755d69c21013f901608389ce85b3e71c98cda203631b44e65cf

Observation 617b2708-e248-465d-8a47-80c1e4ff5dd2 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:21.643708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:02.824339Z digest=sha256:cae1e57e9de0e554be78d58f5ec3f025eb24bb53839e86aadc561cc78b7e653f

Observation d63052dc-670d-4c17-8d80-0a02c9c16906 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:02.099813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:02.099813Z digest=sha256:48568616e8f422f825f708325fe1d483094885eb7e421d3cf6433b2d72fdc932

Observation ca3a3aad-f142-4ee6-bbfb-f4e96a16bfee · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:21.259710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:03.039644Z digest=sha256:600a777b21ec7bbc52a780692182ac73d0eb45f568c0fb27829412521ebb7895

Observation 8aac6e32-b8e8-4159-a572-93501e480abe · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:21.055899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:03.270923Z digest=sha256:e90a141a1c17e77718819948af184048ebfc3dfba0f822d54d7decddcab4e6a3

Observation cbff9a6c-c8f7-4a3f-9217-d5a6c6cc51c0 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:22.225460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:02.312916Z digest=sha256:acc07880bba5982d9db3673b1c8aea1933337f454a92a16a397c66f0c0a1aaff

Observation f1357bc6-4db0-4738-8a82-ace592a031e8 · outbound

This paper cites Kefa: A Knowledge Enhanced and Fine-grained Aligned Speaker for Navigation Instruction Generation.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Kefa: A Knowledge Enhanced and Fine-grained Aligned Speaker for Navigation Instruction Generation

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:03.558197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:03.558197Z digest=sha256:2d09428824e6188a480f0a05f4e13d3cd81d5ce41e20d6909a6f29b34bfa8bb1

Observation 0ad56b42-b704-4cc1-a728-60fbf5c74d2e · outbound

This paper cites NaVid: Video-based VLM Plans the Next Step for Vision-and-Language Navigation.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation NaVid: Video-based VLM Plans the Next Step for Vision-and-Language Navigation

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:03.643167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:03.643167Z digest=sha256:e187b2093abf53451926ae61c0dc91f0abb99f34c9b5ba3d7511f3d7ef5d5435

Observation 77dc5588-902f-42cf-9641-d958ad217df8 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:20.680828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:03.729666Z digest=sha256:4d3b932352dfc516fed198378e0e5ced83766b707a690712ec6b18f33b12e164

Observation 0c963d9c-54e7-40ab-9d70-92a01eacffea · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:20.475551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:03.845284Z digest=sha256:2f0515307f441774f3e7c06044cf806c7cf03eb51e6eed2adb596ba579036930

Observation 64cb43d8-23fd-4918-8af5-cd6239f36686 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:20.213105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:03.943758Z digest=sha256:670ee529fde4ae95664153e72e866617648b21e175d68650f30ac737adfa5e4c

Observation 70388db9-8e3c-45c5-9b09-e5f250424496 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:21.498949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:02.952262Z digest=sha256:29bcef205157da40c0ba2c223edfd4b0cc2f7d7921efdbb5ceed782bf2d77562

Observation 44939cd3-411f-431e-a865-251c51f5ea59 · outbound

This paper cites MLVU: Benchmarking Multi-task Long Video Understanding.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation MLVU: Benchmarking Multi-task Long Video Understanding

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:04.112100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:04.112100Z digest=sha256:8a7bc60e5b172bd9c5730ff71e28d856869e2354e8417ca3b7f0cf00daa0bcef

Observation f8c84c9e-3c54-405b-94a6-d662cd229fb4 · outbound

This paper cites Evaluating Spatial Understanding of Large Language Models.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Evaluating Spatial Understanding of Large Language Models

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:03.140867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:03.140867Z digest=sha256:5d1d3788f75370f5660a74d6c9f950b7002569fffe712f3de3ced082b07d0b41

Observation 9fd4f01b-1140-44a1-a9b1-7fee13b697bc · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:03.359053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:03.359053Z digest=sha256:a0d9b656a96f67906280ccf7727a8d7bf9fde9ca360c00d8c0960c9ce5e4944b

Observation 8aa30936-9923-4903-8cbd-9bf91df6e7d4 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:19.989390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:04.023236Z digest=sha256:3f495ded03dc29b40db324da9488cbadd7d274e396fcf896e69279418c5a9870

Observation feb42483-9e7a-47c3-841d-1b5027eb0c78 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:19.733780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:04.212196Z digest=sha256:5151a2cdc9ad9496ade00570b87c214257b060c4e503263b8d75160f58069bb1

Observation fa760143-93b7-4798-adae-8bbc12eed241 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 2016

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:20.853478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:03.436784Z digest=sha256:c2628570ba8920042d16c764134e69aa0ced6338f4a9dc8d41d13c3a0717a341

Observation 904e3632-88fa-481d-9fc8-ddf85a6c2989 · outbound

This paper cites Proximal Policy Optimization Algorithms.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Proximal Policy Optimization Algorithms

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-05T18:06:02.159662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:06:02.159662Z digest=sha256:a4e674638a1e4e8747db4db6b80c19bbdf2555a1bc3eb13ac0128b64e1939628

Observation d6f8d8f2-a53d-4d9a-8671-7ba7c5711fb3 · outbound

This paper cites IEEE RAL 3, 2 (2018), 1088–1095.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation IEEE RAL 3, 2 (2018), 1088–1095

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:06:24.162730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:01.015121Z digest=sha256:c4c2f72e2a59e6a07faf28e518a8eaf18bbb9e1d1962343b36209551a8f51a37

Observation ee3b7cd8-6cb5-4318-93f3-5128e70a4d9b · outbound

This paper cites arXiv preprint (2019).

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation arXiv preprint (2019)

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:06:25.958620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:59.848202Z digest=sha256:ba68f1b3bc8ed7d65c27027487ada9cde67d51317978f4a44ae1dca29c3cc592

Observation 8d849bb4-1001-4772-901a-53db56f43832 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 2020

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:25.626843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:06:00.090266Z digest=sha256:8695e533bb09d15edda0f92c83606dfbdaf9cdd6e3ad7360d91752dfea68298d

Observation 7401329d-490c-41ff-a27f-d89a4d361b73 · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 2021

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:26.577395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:59.552020Z digest=sha256:fc39daa3b0c81a888814c723bbdc097c661acce39973629842b208c7f6ebb6f2

Observation 3496d458-1b68-4fff-9a60-c59c1c1a4f08 · outbound

This paper cites In Findings of the Association for Computational Linguistics: ACL 2023.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation In Findings of the Association for Computational Linguistics: ACL 2023

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:06:28.367437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:58.266808Z digest=sha256:c87a2c48f31d32c8091bec88dd097f8b3cc168fc8138a002e5cba7fe1d45d7a3

Observation 0a4c41a7-b9c8-4958-be02-825ae548f44c · outbound

This paper cites an unresolved cited work.

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:06:26.741975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T18:05:59.394029Z digest=sha256:1c5d6a37af6bdb748979cc9f40b1dd88e216018fa3556f39d7ce5d0459aa11db

Pith citing papers

Observation bc4d5ce0-521b-4429-8f0c-9c95832a388c · inbound

No Training, Better Flights: Test-Time Scaled VLMs for UAV Navigation cites this paper.

No Training, Better Flights: Test-Time Scaled VLMs for UAV Navigation AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-01T12:53:44.976413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T12:53:44.976413Z digest=sha256:e2094f5e5657264929837fdf9678c191b01db35c3294db4a88d77bebbb9c21dc