{"as_of":"2026-08-21T09:02:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:6814c0889048f690fdea0b35a5128c4c1614b6914129a255d7a9a63fdafb4a9b","coverage":[{"denominator":26,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":26,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-16T05:11:38.236910Z","state":"measured"},{"denominator":26,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":26,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-21T06:32:19.484+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/2505.00740/citation-record","integrity":"/paper/2505.00740/integrity","json":"/paper/2505.00740/citation-record.json","paper":"/paper/2505.00740"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T05:11:38.580173Z","title":"V2vnet: Vehicle-to-vehicle communication for joint perception and prediction,","venue":null,"work_id":"3b4cd846-7e8d-4736-af57-6029826f73b9","year":2020},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.131032Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:6f01eac14a2a066d20535014f37843c836fe94de7c52a4fd8e32dd1991a13868","observation_id":"26dd67a7-90e2-46ed-94cb-8eabe9ac57f3","resolution":{"observed_at":"2026-08-16T05:11:38.584012Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.569263Z","title":"V2x-vit: Vehicle-to-everything cooperative perception with vision trans- former,","venue":null,"work_id":"3ae93543-427d-42bd-8bc7-af4af29b6193","year":2022},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.136611Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:a7c1ff477e2e49c6b3768128a5654e194dd8e644ffb39edaa6db6aa23ac3173d","observation_id":"0871bcd2-8c21-4e3b-85db-1022d6f7efe1","resolution":{"observed_at":"2026-08-16T05:11:38.573035Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.558149Z","title":"Cooperative per- ception for 3d object detection in driving scenarios using infrastructure sensors,","venue":null,"work_id":"7704c77c-3302-46f6-af01-0a412cf7c55d","year":2022},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.141370Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:1d7fdcaa38e826df3a9f8becd1484aa49254a8d47b5a3b1728ab0749f2dee796","observation_id":"a04e97f1-8d58-4031-8f0e-086ee8939793","resolution":{"observed_at":"2026-08-16T05:11:38.561811Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.546436Z","title":"Learning distilled collaboration graph for multi-agent perception,","venue":null,"work_id":"b0f81ce1-c952-4e37-b8a7-c2fe055ec44e","year":2021},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.146517Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:e45e72b10704923e54a1fc645e916aee02474ca04c036fc4a9958b77587c2fb6","observation_id":"cf987726-b85e-42c6-beb4-4d4ba1968b71","resolution":{"observed_at":"2026-08-16T05:11:38.550263Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.535094Z","title":"A mechanism for scheduling multi robot intelligent warehouse system face with dynamic demand,","venue":null,"work_id":"756833e9-6a9b-4e59-ad69-86f4bcfff187","year":2020},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.151165Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:4fc1a3b70f4026929758b081add5e114d9b3824e66ee5e15b68a8781cff2cfc1","observation_id":"3cdfbf5e-06fd-4ae0-879c-ff836a8f4a5c","resolution":{"observed_at":"2026-08-16T05:11:38.539248Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.523439Z","title":"When2com: Multi-agent perception via communication graph grouping,","venue":null,"work_id":"6aa54155-c594-4563-8244-f83bc0938d78","year":2020},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.156231Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:422367b5b98b386aa7d30c0656ac2f97a5fc0618299159639a44ffd6ed5ba2f0","observation_id":"99ceb874-9aed-4d52-be8b-477e1f8300cd","resolution":{"observed_at":"2026-08-16T05:11:38.527676Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.510514Z","title":"Where2comm: communication-efficient collaborative perception via spatial confi- dence maps,","venue":null,"work_id":"6caadd05-05dd-40db-bb0d-37c9b75fa5e7","year":2022},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.160959Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:5058272ce22f344fc2a26e18fe282cfde24298dbc636c39bdb60152ee074cf89","observation_id":"911b3965-43af-4479-8dad-fdc92f15f335","resolution":{"observed_at":"2026-08-16T05:11:38.515273Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.496821Z","title":"Multi-agent collaborative perception via motion-aware robust communication network,","venue":null,"work_id":"76d55a66-e182-4d09-8363-c75d01183835","year":2024},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.164626Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:5142bacfa1c421a413a9e49a69711a55ea1e1f9a22c5f591aec2a13d832f4db1","observation_id":"b785fd03-ed62-4321-a075-34f3a0ed477d","resolution":{"observed_at":"2026-08-16T05:11:38.500992Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.484702Z","title":"Auction protocol for camera active control,","venue":null,"work_id":"098bd5fe-9f91-440c-ac7f-39af5ba7dec3","year":2010},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.168430Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:9a1ae8220682609bb86398c7d4851853ff148ac1f68ecb8eaa2e66612d0606d5","observation_id":"24e12b72-e534-43f9-839e-f49d9fde6239","resolution":{"observed_at":"2026-08-16T05:11:38.489397Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.470463Z","title":"Multi-agent reinforcement learning: independent versus cooperative agents,","venue":null,"work_id":"39a4315c-8b42-4f85-bad3-966bf88b7f8c","year":1993},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.172146Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:f308104be02fc2ee30f9782864221aabd2e0c404380c67dd2b2b87a72837a1bc","observation_id":"ecc6d112-4b64-4f7e-b08f-b6b66f1178b3","resolution":{"observed_at":"2026-08-16T05:11:38.475062Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.458497Z","title":"Multi-agent graph-attention communication and teaming,","venue":null,"work_id":"ee81545b-c50d-411b-b23a-fa13f5256297","year":2021},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.176467Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:39063fd5958f735a5003815a33914bdb5e0145aa79bd46ea6a8fbe8a3146e7c1","observation_id":"454990c5-8b61-43f5-9173-984216e5b212","resolution":{"observed_at":"2026-08-16T05:11:38.462310Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.447092Z","title":"Communica- tion optimization for multi-agent reinforcement learning-based traffic control system with explainable protocol,","venue":null,"work_id":"7d43b072-73f2-4999-9c28-32f744c12129","year":2023},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.180585Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:bb5fcaa7b65401d749a1b09493c8a2783c39d0d51b0415c6b7816f1129d9ffbe","observation_id":"5cedc5a4-ba97-4bb8-97a7-3587dcebe1af","resolution":{"observed_at":"2026-08-16T05:11:38.451473Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.434850Z","title":"Opv2v: An open benchmark dataset and fusion pipeline for perception with vehicle-to-vehicle communication,","venue":null,"work_id":"8845b3b6-d125-4d2f-9db1-7a1113c37622","year":2022},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.184237Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:f568466fd891d3cba09515635f0cea024aab6f15f2b15575b6848fcda39c3b5d","observation_id":"340482fd-e2a3-41dd-bb7f-fea393bcee77","resolution":{"observed_at":"2026-08-16T05:11:38.439656Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.422910Z","title":"Dair-v2x: A large-scale dataset for vehicle- infrastructure cooperative 3d object detection,","venue":null,"work_id":"6fd860b9-2a23-4e9d-9413-91a8ed43ad12","year":2022},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.188221Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:47294acc8c5d92be2e4e169b026a447f0d208a16c117c722ff0ba048a3dd5971","observation_id":"1130aa18-7107-4481-a8dc-6aa029c4e89a","resolution":{"observed_at":"2026-08-16T05:11:38.427028Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.411461Z","title":"Scope: A synthetic multi-modal dataset for collective perception including physical-correct weather conditions,","venue":null,"work_id":"a9087967-5120-4eb7-91ca-75f1d835147e","year":2024},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.192288Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:79537d7a4d19e702d075b289f37816584804df3c1aa329dc8c3771fec7ab2f99","observation_id":"5ea83f3b-bd51-4d0e-bfca-1c3b845fd346","resolution":{"observed_at":"2026-08-16T05:11:38.415744Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.399390Z","title":"Dynamic feature sharing for cooperative perception from point clouds,","venue":null,"work_id":"5cbc6c96-cfdd-483c-9e35-8f1035ba129e","year":2023},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.197899Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:385d096522b9b72fd231d6f536d571bb1aab0b0dd6d00a648ca42f68a05e7c99","observation_id":"5b1003af-1e7f-4712-90da-7952f7dc38d6","resolution":{"observed_at":"2026-08-16T05:11:38.403674Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.386619Z","title":"Pointpillars: Fast encoders for object detection from point clouds,","venue":null,"work_id":"6184a7e8-e0e5-4e76-b163-199b07a7bd52","year":2019},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.201950Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:5d95556b3dd4cc3f530d9af10d1fbe994d41e44058416546b825cada1aad7360","observation_id":"5b561929-1c94-4ca1-ac1f-5e1143ee022e","resolution":{"observed_at":"2026-08-16T05:11:38.391543Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.374927Z","title":"Ermvp: Communication-efficient and collaboration-robust multi-vehicle per- ception in challenging environments,","venue":null,"work_id":"71c22805-f5d0-4ecf-b461-0ce709172c57","year":2024},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.205716Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:0ca70c26795eb310c3b552c5bd61888ab49638b5973f3a0b04d8a2fde08f4998","observation_id":"fa653ae0-7a63-4aeb-a44b-dc620909b364","resolution":{"observed_at":"2026-08-16T05:11:38.379062Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.363412Z","title":"Attention is all you need,","venue":null,"work_id":"f9f3f39c-25dd-4929-933a-8b5ee18f71d0","year":2017},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.209550Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:d17ea0a82e0bb12da5d0c44664b4c97f51a731979f04d7fd8447e9e4b7297841","observation_id":"23b61d80-b381-4e30-ae75-17fc1a63fe7d","resolution":{"observed_at":"2026-08-16T05:11:38.367206Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.351684Z","title":"Focal loss for dense object detection,","venue":null,"work_id":"4a24f1e6-63f4-460b-88ea-458ae12f6a57","year":2017},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.213204Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:0709d57da63047e655336e6b0bea118d7297184acd234150213ab5f10e7f9b7b","observation_id":"ebe773b7-5456-4745-9d69-402cd4d0eb22","resolution":{"observed_at":"2026-08-16T05:11:38.355783Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.338998Z","title":"CARLA: An open urban driving simulator,","venue":null,"work_id":"b57a231a-8b97-49f2-bb99-b782a80feab9","year":2017},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.217109Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:b4355bc7a0dc056edffe6e3679077932991382bca87bcc925c9c5e9695653c7d","observation_id":"74c6b110-4124-4913-83de-767dee0b5bf3","resolution":{"observed_at":"2026-08-16T05:11:38.343690Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.324913Z","title":"Pytorch: An imperative style, high- performance deep learning library,","venue":null,"work_id":"fe7abcd4-8970-4d02-8e2f-1ba4a91fa478","year":2019},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.221339Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:ccd7794e03bae843b2de801359495cabc56f414b4e560b95e3453202d009b4a3","observation_id":"816d1fe0-d070-4576-9e87-864908fa70ea","resolution":{"observed_at":"2026-08-16T05:11:38.329078Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.311491Z","title":"Adam: A method for stochastic optimiza- tion,","venue":null,"work_id":"d9aedbbb-13a5-4ea2-b6be-c8540444042e","year":2014},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.225343Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:402a397502f882af02b61cf25837d7717332d58b70ad933e0473482fc52f8036","observation_id":"5b701289-1b7c-4d6f-b7af-c724c8a2839f","resolution":{"observed_at":"2026-08-16T05:11:38.315570Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.297805Z","title":"Spatio-temporal domain awareness for multi- agent collaborative perception,","venue":null,"work_id":"474b8143-f8a9-4d11-9a1f-be1ad650c197","year":2023},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.229204Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:0e79fa5eb82f2d3c8ff6d59b1e39f93d3d7298b62d5d81bc176f016de10401b1","observation_id":"1925023b-63c6-4a5c-a2cd-edc0fbdb5254","resolution":{"observed_at":"2026-08-16T05:11:38.302098Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.282651Z","title":"Cobevt: Cooperative birds eye view semantic segmentation with sparse trans- formers,","venue":null,"work_id":"9f15d5fb-68d0-4222-aa77-222857245407","year":2023},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.232696Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:05d7197c9586771c53d4d6d749152d32d00e102c2b21cbed43fd4f5aec54197c","observation_id":"e5d64ed9-7a93-4be0-bdae-258bbc609341","resolution":{"observed_at":"2026-08-16T05:11:38.287991Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-16T05:11:38.266810Z","title":"How2comm: Communication-efficient and collaboration- pragmatic multi-agent perception,","venue":null,"work_id":"c0af130d-085f-43bb-b8c5-4bba1c7baf3a","year":2023},"citing_paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-16T05:11:38.236910Z"},"links":{"citing_paper":"/paper/2505.00740"},"observation_digest":"sha256:f74cc1761ba27f2bdc9f099bb0d77a85d510856eaf65088f04800c7d6330a91a","observation_id":"2b400a96-80be-4c1b-82ee-5401e906e4e2","resolution":{"observed_at":"2026-08-16T05:11:38.273714Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2505.00740","last_updated":"2025-04-30T02:32:47Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-17T14:31:21.119533Z","submitted_at":"2025-04-30T02:32:47Z","title":"Fast2comm:Collaborative perception combined with prior knowledge"},"reference_resolution":{"displayed":26,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":26},"total_outbound_references":26},"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":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"thesis":"As of 21 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2505.00740."}