{"as_of":"2026-08-17T20:47:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:de636d00ec6bf004dcf239adc286acea7788dbed739cce125b657b93462157f4","coverage":[{"denominator":31,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":31,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-16T00:13:16.109374Z","state":"measured"},{"denominator":31,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":31,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-17T06:30:58.91139+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2608.12308/citation-record","integrity":"/paper/2608.12308/integrity","json":"/paper/2608.12308/citation-record.json","paper":"/paper/2608.12308"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:15.947542Z","title":"Vision-and-Language Navigation: Interpreting Visually-Grounded Nav- igation Instructions in Real Environments,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:15.947542Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:62064e87d34c1585d95495cb31ac500006d9dcac7ed3a7595d02cc5e3ed35e33","observation_id":"7385691d-bcb5-4c74-89bf-336cdd8d9e64","resolution":{"observed_at":"2026-08-16T00:13:15.947542Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.11091","last_updated":"2025-03-14T05:20:43Z","snapshot_observed_at":"2026-08-17T01:46:31.920607Z","submitted_at":"2025-03-14T05:20:43Z","title":"Aerial Vision-and-Language Navigation with Grid-based View Selection and Map Construction","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.11091","snapshot_observed_at":"2026-08-16T00:13:15.958656Z","title":"Aerial Vision-and-Language Navigation with Grid-based View Selection and Map Construction","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:15.958656Z"},"links":{"cited_paper":"/paper/2503.11091","citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:8fcf0dda77ffa22e6d70599f2e3b0e9feb6fe16fe5fd3fa7346fd4c4e2165f59","observation_id":"327310e9-106c-4100-af5e-2105a6d3d4af","resolution":{"observed_at":"2026-08-16T00:13:15.958656Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:17.212572Z","title":"OpenFly: A Comprehensive Platform for Aerial Vision-Language Navigation,","venue":null,"work_id":"cee91ea4-3fb7-40d3-8395-40a3dc9eb85e","year":2026},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:15.964071Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:f241b362ba5eec16bad4925b6cdfece6fbb2accd6fb1940b02575f1b7e187929","observation_id":"a062f553-a756-4b6b-a987-e87333d625f7","resolution":{"observed_at":"2026-08-16T00:13:17.217508Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:17.196537Z","title":"Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation,","venue":null,"work_id":"eeaf0846-64f5-4791-86db-12787c403858","year":2019},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:15.969762Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:430ff5210ef51403099986f2edbb684046446a8dd23a1018917f40cc769b4378","observation_id":"aec80017-79a5-42d2-b42e-001846643fd8","resolution":{"observed_at":"2026-08-16T00:13:17.201762Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:17.180297Z","title":"History Aware Multimodal Transformer for Vision-and-Language Navigation,","venue":null,"work_id":"22f43893-83f8-4ccc-b9ac-eaf3ef21ce8a","year":2021},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:15.980003Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:5672b5c65cc8fb154ac5b05b834afae7702dafb26f13c9582e441e2ddb00ef90","observation_id":"30718847-4fae-420c-929e-b415f7f42a6c","resolution":{"observed_at":"2026-08-16T00:13:17.185693Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:15.985293Z","title":"LongFly: Long-Horizon UA V Vision-and-Language Navigation with Spa- tiotemporal Context Integration,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:15.985293Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:079e21857c1c0a2f79ff0b52bc95f95dd542e2b40a9b7354274367e60371638a","observation_id":"971042d3-76aa-41cc-9f09-d2aca7ad05a4","resolution":{"observed_at":"2026-08-16T00:13:15.985293Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:17.163280Z","title":"RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control,","venue":null,"work_id":"204aabe6-11c8-421c-9d63-92e4a230fc43","year":2023},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:15.989933Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:0ecd9fdb67ccbbf44b9b907d1e5406372e3f066b4480f8abd4b595c3b7d6be13","observation_id":"5ec29a10-dc6b-4b12-ba7d-576c5fe8de67","resolution":{"observed_at":"2026-08-16T00:13:17.169241Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:17.146547Z","title":"OpenVLA: An Open-Source Vision-Language-Action Model,","venue":null,"work_id":"e5b062e9-89b3-46f5-a5a8-110317490c1d","year":2025},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:15.994742Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:f0ed86612999346b4aa4d4cba0c769dcdcf12066304506a16128b549b336eab5","observation_id":"c4088c97-34ec-4814-a9b3-221877a3bf49","resolution":{"observed_at":"2026-08-16T00:13:17.151622Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:15.999351Z","title":"Diffusion policy: Visuomotor policy learning via action diffusion,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:15.999351Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:b1eb8186360762903c3a948340752b424d39be2dcda4bcfe47e1f1ca3a8c33a8","observation_id":"f5158346-9b80-4b70-8b7d-f66a794ade4c","resolution":{"observed_at":"2026-08-16T00:13:15.999351Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:17.128900Z","title":"DreamVLA: A Vision-Language-Action Model Dreamed with Comprehen- sive World Knowledge,","venue":null,"work_id":"cb32d2ff-f1ea-4eaa-b741-ff07fefb82c2","year":2025},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.004714Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:912ffdad25eb3a657392ef7e043e5bb26f44ae6b95985ab7763f1a72de1b77ab","observation_id":"e6faecce-a8f1-4cdb-9dfb-cec7ab502808","resolution":{"observed_at":"2026-08-16T00:13:17.133976Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:16.009624Z","title":"AerialVLA: A Vision-Language-Action Model for UA V Navigation via Minimalist End-to-End Control,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.009624Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:ad20c4c484a336604d5cb383fc825a956cb3e5a2ca9fe57c9f6a3d11d61c126f","observation_id":"30ab2a09-fdad-4531-bdfd-a3d7c639b9a6","resolution":{"observed_at":"2026-08-16T00:13:16.009624Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2605.15964","last_updated":"2026-05-15T13:55:39Z","snapshot_observed_at":"2026-07-06T23:27:11.118592Z","submitted_at":"2026-05-15T13:55:39Z","title":"WorldVLN: Autoregressive World Action Model for Aerial Vision-Language Navigation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.15964","snapshot_observed_at":"2026-08-16T00:13:16.013738Z","title":"WorldVLN: Autoregressive World Action Model for Aerial Vision-Language Navigation,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.013738Z"},"links":{"cited_paper":"/paper/2605.15964","citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:547470a947fb3b554a34470576b02006c1fe2869c90f0734667badd5a1d8982e","observation_id":"033c8ea7-5af5-4ad9-9da8-d3a401798f3e","resolution":{"observed_at":"2026-08-16T00:13:16.013738Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2606.01205","last_updated":"2026-06-08T02:19:04Z","snapshot_observed_at":"2026-08-11T22:34:24.090026Z","submitted_at":"2026-05-31T12:39:44Z","title":"ImagineUAV: Aerial Vision-Language Navigation via World-Action Modeling and Kinodynamic Planning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2606.01205","snapshot_observed_at":"2026-08-16T00:13:16.018192Z","title":"ImagineUA V: Aerial Vision-Language Navigation via World-Action Modeling and Kinodynamic Planning,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.018192Z"},"links":{"cited_paper":"/paper/2606.01205","citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:000a1c4bbc82a51703e1bb8906760b45ee057784cee23beab4750e79431e33d0","observation_id":"0699b9a7-18b9-4225-83e5-44d3ed68ebe9","resolution":{"observed_at":"2026-08-16T00:13:16.018192Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2607.08359","last_updated":"2026-07-09T11:17:04Z","snapshot_observed_at":"2026-08-14T09:46:35.339498Z","submitted_at":"2026-07-09T11:17:04Z","title":"FSD-VLN: Fast-Slow Dual-System Modeling for Aerial Long-Horizon Vision-Language Navigation","version":1},"cited_work":{"arxiv_id":"2607.08359","doi":null,"metadata_source":"pith","pith_arxiv_id":"2607.08359","snapshot_observed_at":"2026-08-16T00:13:16.577898Z","title":"FSD-VLN: Fast-Slow Dual-System Modeling for Aerial Long-Horizon Vision-Language Navigation","venue":"cs.RO","work_id":"f1f54288-287c-4bff-a44b-704e3017554c","year":2026},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.022538Z"},"links":{"cited_paper":"/paper/2607.08359","citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:c5462b49913419916cfe6877d95afe55be9413123b393bc24bf95fa6945743f4","observation_id":"e7fb6388-57cf-4049-9d89-f5d5d2ac3f1a","resolution":{"observed_at":"2026-08-16T00:13:16.583597Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:17.069843Z","title":"A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning,","venue":null,"work_id":"02493a92-103c-4411-b5fd-dc32eb38a1e7","year":2011},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.027003Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:e7d12143f910f1fc809b73f7947283750ff7402c6b791098af08cf4a32a80b96","observation_id":"127a99be-7b29-4700-b398-608f3c73514b","resolution":{"observed_at":"2026-08-16T00:13:17.108415Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.18653/v1/2020.findings-emnlp.62","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:16.182848Z","title":"Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation,","venue":null,"work_id":"03ad14da-5d5f-451c-98cb-c501090d75a9","year":2020},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.031145Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:ceb72d6587ccef11c5a66aec96779bed77a1aee37ae8a420106a01bacec7a619","observation_id":"557f54fc-22eb-4ea0-8f1a-0b3436c26df2","resolution":{"observed_at":"2026-08-16T00:13:16.188249Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2205.12219","last_updated":"2023-06-01T06:39:11Z","snapshot_observed_at":"2026-08-16T16:58:00.050761Z","submitted_at":"2022-05-24T17:28:14Z","title":"Aerial Vision-and-Dialog Navigation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2205.12219","snapshot_observed_at":"2026-08-16T00:13:16.035448Z","title":"Aerial Vision-and-Dialog Navigation","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.035448Z"},"links":{"cited_paper":"/paper/2205.12219","citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:942102f2b01a69321d4644a1af3f6f91cba13a5ea9498e9a7d3b5c442f88f851","observation_id":"4d86c00f-fd57-4ca9-9c7d-ccffe8c95dae","resolution":{"observed_at":"2026-08-16T00:13:16.035448Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:17.014011Z","title":"CityNav: A Large-Scale Dataset for Real-World Aerial Navigation","venue":null,"work_id":"401e02f8-5868-4f58-b6e9-80d07967ca89","year":null},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.040969Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:b727777941a2f6c11b2dab9a92f89b0fee9c65883cca592bb764b0ced3653c36","observation_id":"ef38bdbf-78e5-4456-a4e2-66946f686260","resolution":{"observed_at":"2026-08-16T00:13:17.021787Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.07087","last_updated":"2024-10-10T05:02:04Z","snapshot_observed_at":"2026-08-16T13:11:00.868567Z","submitted_at":"2024-10-09T17:29:01Z","title":"Towards Realistic UAV Vision-Language Navigation: Platform, Benchmark, and Methodology","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.07087","snapshot_observed_at":"2026-08-16T00:13:16.046205Z","title":"Towards Realistic UA V Vision-Language Navigation: Platform, Benchmark, and Methodology","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.046205Z"},"links":{"cited_paper":"/paper/2410.07087","citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:e081c66b2f75736619f4f93f4bc4f3a0ac7af1e102262823025cc2669a0f83e8","observation_id":"b67ae600-bf0e-453a-9b24-170fb220826e","resolution":{"observed_at":"2026-08-16T00:13:16.046205Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2601.03707","last_updated":"2026-05-15T09:47:26Z","snapshot_observed_at":"2026-08-14T09:39:57.940871Z","submitted_at":"2026-01-07T08:46:09Z","title":"AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2601.03707","snapshot_observed_at":"2026-08-16T00:13:16.051481Z","title":"AirNav: A Large-Scale UA V Vision-and-Language Navigation Dataset with Natural and Diverse Instructions","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.051481Z"},"links":{"cited_paper":"/paper/2601.03707","citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:436adf4760c958b9584986a644e117342667f75f5e80ead94e830c6aa88ea6d7","observation_id":"70295329-a6fb-4f24-b444-fb55fba5650b","resolution":{"observed_at":"2026-08-16T00:13:16.051481Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.08500","last_updated":"2025-08-11T03:42:18Z","snapshot_observed_at":"2026-08-17T18:53:54.618291Z","submitted_at":"2024-10-11T03:54:48Z","title":"Exploring Spatial Representation to Enhance LLM Reasoning in Aerial Vision-Language Navigation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.08500","snapshot_observed_at":"2026-08-16T00:13:16.056586Z","title":"Exploring Spatial Representation to Enhance LLM Reasoning in Aerial Vision-Language Navigation","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.056586Z"},"links":{"cited_paper":"/paper/2410.08500","citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:218241b158b594cbfa59d23b6e38b9b526360577513f6dd2c1538f104a8b9835","observation_id":"076a35f4-3f6b-4d27-94d6-f3e0f61cc1a8","resolution":{"observed_at":"2026-08-16T00:13:16.056586Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2512.14222","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:16.481487Z","title":"History-Enhanced Two-Stage Transformer for Aerial Vision-and-Language Navigation","venue":null,"work_id":"e7a89e7d-5cbc-4d10-89e1-c9bb86ec3b9a","year":null},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.062759Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:95cde4d5d1a8fd443f1abdd2e24f6c9af520f7df10d108989a4c4c40c825928f","observation_id":"4a1234b0-2e3c-4ea8-a13c-6481defaa867","resolution":{"observed_at":"2026-08-16T00:13:16.489972Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:16.997186Z","title":"LookasideVLN: Direction-Aware Aerial Vision-and-Language Navigation,","venue":null,"work_id":"eba0631d-bb16-4d4a-8a71-8ad6bdd60fa4","year":2026},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.068148Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:f3ff111251702e2810f5ea8b4f8d5278358aceba259b3e23d11f6c80ed33c9e6","observation_id":"5a666e2c-814e-4222-862a-5d608091ffc8","resolution":{"observed_at":"2026-08-16T00:13:17.002197Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:16.073018Z","title":"FlightGPT: Towards Generalizable and Interpretable UA V Vision-and- Language Navigation with Vision-Language Models,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.073018Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:30d30d47cfe2e9320c1eec2bc0998dda24b8de3015118d090b407abbe4c13d9e","observation_id":"bd2a670b-a555-4e70-a054-ab4cd84afdc1","resolution":{"observed_at":"2026-08-16T00:13:16.073018Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:16.980663Z","title":"FineCog-Nav: Integrating Fine-grained Cognitive Modules for Zero-shot Mul- timodal UA V Navigation,","venue":null,"work_id":"44257977-266d-4088-a46f-9a74a3fefe5b","year":2026},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.077986Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:01c2071fc2672156aba664bd439cc9208e746a81da6180aac74b20d68cc713c3","observation_id":"fbda6591-302c-4709-9d4c-86f36d24c09c","resolution":{"observed_at":"2026-08-16T00:13:16.986004Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:16.083056Z","title":"Structured Scene Memory for Vision- Language Navigation,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.083056Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:dc79b8e2ebc732f335957c17c62b27dae51b5905db49e0198fbcda15d4d07c07","observation_id":"b395cf40-fe5b-4491-a40e-18a179b91140","resolution":{"observed_at":"2026-08-16T00:13:16.083056Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:16.088148Z","title":"GridMM: Grid Memory Map for Vision-and- Language Navigation,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.088148Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:db517c06b978d3149b2d0153ed16b0f4853be52e448c901668f6033f42e62c30","observation_id":"a9fbe16d-0ee9-4a01-8ee3-432c0cb661d3","resolution":{"observed_at":"2026-08-16T00:13:16.088148Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:16.093722Z","title":"Learning Fine-Grained Bimanual Manipula- tion with Low-Cost Hardware,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.093722Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:00079eea17e674ea54fb12abd11149d97039192ea911313691af41d624a02b83","observation_id":"04960557-576d-48b6-b96b-473e871991ac","resolution":{"observed_at":"2026-08-16T00:13:16.093722Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.17355","last_updated":"2025-04-25T17:27:10Z","snapshot_observed_at":"2026-08-16T13:22:36.187013Z","submitted_at":"2024-08-30T15:39:34Z","title":"Bidirectional Decoding: Improving Action Chunking via Guided Test-Time Sampling","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.17355","snapshot_observed_at":"2026-08-16T00:13:16.098661Z","title":"Bidirectional Decoding: Improv- ing Action Chunking via Guided Test-Time Sampling,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.098661Z"},"links":{"cited_paper":"/paper/2408.17355","citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:6a8e9b49d5cd785d704e99c318d0d755d2889fd34624a2abe5d976b10e4f755e","observation_id":"a9794189-41cb-4979-9246-784d9f265a1d","resolution":{"observed_at":"2026-08-16T00:13:16.098661Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.52202/085713-1122","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:16.141680Z","title":"Real-Time Execution of Action Chunking Flow Policies,","venue":null,"work_id":"0e867d6f-7731-4aec-9ea5-88b56efc63d6","year":2025},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.104523Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:354d84ea0451cd9741450e5811aa2cfdbbccdb33bb1c0ef645f66dba7e08e3b7","observation_id":"49710aed-eb42-48e3-ac55-59ae256a45dc","resolution":{"observed_at":"2026-08-16T00:13:16.149874Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:13:16.109374Z","title":"Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-16T00:13:16.109374Z"},"links":{"citing_paper":"/paper/2608.12308"},"observation_digest":"sha256:cd09acbded86bdd75ef2f12959bfa76fdb257a522247b3a8e9d295a77bdd3c35","observation_id":"b524e45c-438c-48c8-87fe-7075950c6276","resolution":{"observed_at":"2026-08-16T00:13:16.109374Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2608.12308","last_updated":"2026-08-12T17:54:33Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-16T00:07:00.721254Z","submitted_at":"2026-08-12T17:54:33Z","title":"DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation"},"reference_resolution":{"displayed":31,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":17,"verified_exact":4,"verified_fuzzy":10},"total_outbound_references":31},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"thesis":"As of 17 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2608.12308."}