{"as_of":"2026-08-09T19:50:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:6354aa8614c099a4a960a7b268f32ae0dc0d50947cca7b75acc3ad379f5576f9","coverage":[{"denominator":45,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":45,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T21:11:40.510715Z","state":"measured"},{"denominator":45,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":45,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+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/2507.00895/citation-record","integrity":"/paper/2507.00895/integrity","json":"/paper/2507.00895/citation-record.json","paper":"/paper/2507.00895"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T21:11:40.854148Z","title":"6G for vehicle-to-ever ything (V2X) communications: Enabling technologies, challenges , and oppor- tunities,","venue":null,"work_id":"18ae2b14-c57b-496b-9421-6b241e798103","year":2022},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:27.855832Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:d717c4537a3670757349c04571aadec04382dd3ea9be3eb99c80ded509cfccde","observation_id":"602cfbb0-487a-4fcb-b67f-d4ddf3cd2e33","resolution":{"observed_at":"2026-08-06T21:11:40.858283Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.845059Z","title":"Level-5 autonomous driving—Are we there yet ? A review of research literature,","venue":null,"work_id":"714a4456-ef26-4bc5-b6f0-8cc121ab6db8","year":2022},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.323452Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:970fd0a74022fc410a064bbe98b6d11da11e53cbb10f126f7b0a9ca40dd63fa9","observation_id":"9c7a28d4-453b-4673-bd9f-9543ece3a220","resolution":{"observed_at":"2026-08-06T21:11:40.848427Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.836242Z","title":"Towards the uniﬁed pri nciples for level 5 autonomous vehicles,","venue":null,"work_id":"31be2393-6348-44e3-8e88-d168c2f71cf7","year":2021},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.337150Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:af434c23e9c5246c8df490c2cbfc29c095cedaf4b22143542b7a84dd65f2f9a8","observation_id":"219475b0-5ce5-435d-99e4-ee346fcc5085","resolution":{"observed_at":"2026-08-06T21:11:40.840369Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.828177Z","title":"Multi-modal 3D object det ection in autonomous driving: A survey and taxonomy,","venue":null,"work_id":"c293a7b9-90e6-4fce-9151-a04f3f3eb327","year":2023},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.342426Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:4fd070c9125262cad0e5cd4f18ca3a3b093116bbb8a3afbb1ba656d5df8eef0f","observation_id":"29bd172c-937b-4215-b505-8b452650c6b4","resolution":{"observed_at":"2026-08-06T21:11:40.831042Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.819788Z","title":"Robustness-aware 3D object detection in autonomous drivi ng: A review and outlook,","venue":null,"work_id":"0ab70fd0-856f-424f-826b-45c27a934996","year":2024},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.362393Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:3d255955c388ccf894cbb93dac243bbee5a9e6efac23bafcfec58087dbdb6a54","observation_id":"63b1b497-c630-4ecc-ab7e-6be36af34a6a","resolution":{"observed_at":"2026-08-06T21:11:40.822780Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.811184Z","title":"Cooperative perception wit h V2V communication for autonomous vehicles,","venue":null,"work_id":"6f2f2a3b-df37-4f16-af34-73fdeef419f0","year":2023},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.370051Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:4897f7c8685f85885cece206cc8b48beca1395be19bca1fbd259e04beb28803a","observation_id":"e56bb75b-10d1-4bf5-b0fa-49ba1455a5f6","resolution":{"observed_at":"2026-08-06T21:11:40.814398Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.802808Z","title":"Collabo rative perception in autonomous driving: Methods, datasets, and c hallenges,","venue":null,"work_id":"56490b12-3bab-4de7-963f-8d0c64da9b19","year":2023},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.391468Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:726faf4c89dbc8dc66380abc5d840f9ab23837f914b999f159c2080417839d5d","observation_id":"03fe36b2-74f6-436c-8a64-90cbbcd08dce","resolution":{"observed_at":"2026-08-06T21:11:40.805826Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.16714","last_updated":"2023-08-31T13:28:32Z","snapshot_observed_at":"2026-07-06T16:12:46.676413Z","submitted_at":"2023-08-31T13:28:32Z","title":"Towards Vehicle-to-everything Autonomous Driving: A Survey on Collaborative Perception","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.16714","snapshot_observed_at":"2026-08-06T21:11:40.406780Z","title":"Towards vehicle-to-everything au- tonomous driving: A survey on collaborative perception,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.406780Z"},"links":{"cited_paper":"/paper/2308.16714","citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:d590f3d29c14f17ced53c9ec8ab19c5764f51c79569b694bd9d1855c1ed7fc57","observation_id":"200b1459-425f-41eb-b964-e10c4bd75420","resolution":{"observed_at":"2026-08-06T21:11:40.406780Z","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":"2026-08-06T21:11:40.793956Z","title":"V2I interference mana gement for collaborative perception based on hierarchical reinforce ment learning,","venue":null,"work_id":"a014d025-f8ed-4038-925e-1e7b8eb5583d","year":2024},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.415187Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:e6fecb0393399b7e1d8be590a21945f0fe9b96aef04eed53ccb609c923b8eedb","observation_id":"87f4e6d4-1ed9-4482-abf4-8826de43147b","resolution":{"observed_at":"2026-08-06T21:11:40.797321Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.417936Z","title":"Spectrum sharing in vehicu lar networks based on multi-agent reinforcement learning,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.417936Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:f09e6fd63fab0c4ed372b2dd2479860e972dbe3d4bee296d334256211fededa3","observation_id":"88907580-02ad-4411-afe6-8f58f1ad0f81","resolution":{"observed_at":"2026-08-06T21:11:40.417936Z","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":"2026-08-06T21:11:40.782472Z","title":"Bringing different views together: A hybrid cooperative perception framework for connected autonomous vehicles,","venue":null,"work_id":"2554d759-2380-45d6-a699-2f065b6ecfcf","year":2025},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.422222Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:88c64309049c19a3b749b29044228ad908de231b31670c91159e30d4ce8d80f5","observation_id":"029b2c89-1414-4367-b217-0fd0aac3b991","resolution":{"observed_at":"2026-08-06T21:11:40.785119Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.773638Z","title":"Cooper: Cooperativ e perception for connected autonomous vehicles based on 3D point clouds,","venue":null,"work_id":"35fd0396-a2c0-49f8-8992-656186ba9bd5","year":2019},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.425389Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:c5ac310153209a1bef7335b90987bce1c18a3f6b52ba19781b12dc149c09b9cf","observation_id":"8390d716-9d9c-406f-89ba-2ec5280e789d","resolution":{"observed_at":"2026-08-06T21:11:40.777612Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2312.16141","last_updated":"2023-12-26T18:03:05Z","snapshot_observed_at":"2026-07-06T17:08:12.928414Z","submitted_at":"2023-12-26T18:03:05Z","title":"VirtualPainting: Addressing Sparsity with Virtual Points and Distance-Aware Data Augmentation for 3D Object Detection","version":1},"cited_work":{"arxiv_id":"2312.16141","doi":null,"metadata_source":"pith","pith_arxiv_id":"2312.16141","snapshot_observed_at":"2026-08-06T21:11:40.563486Z","title":"VirtualPainting: Addressing Sparsity with Virtual Points and Distance-Aware Data Augmentation for 3D Object Detection","venue":"cs.CV","work_id":"58dce863-9c6d-4fcf-b04d-d0a2b43d018e","year":2023},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.430230Z"},"links":{"cited_paper":"/paper/2312.16141","citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:65e6d557ca7f16f40bb6df769d0a6c1c49f566649136e8141a8b8cc5e9fa94cf","observation_id":"8a9abac6-3895-4edc-bde9-14176ca68b75","resolution":{"observed_at":"2026-08-06T21:11:40.566549Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.766162Z","title":"Collaborative automated d riving: A machine learning-based method to enhance the accuracy of sh ared information,","venue":null,"work_id":"c1004cdc-bb9b-4230-b676-52101cbd67f4","year":2018},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.432764Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:486dc6ff80b48288b9fd3166da0ccd7c2767fd36571228cd33230cbde8606c88","observation_id":"a12e13c1-228c-4a33-8fb8-9b8a5ecafa62","resolution":{"observed_at":"2026-08-06T21:11:40.769031Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.758866Z","title":"CLOCs: Camera-lidar o bject candidates fusion for 3D object detection,","venue":null,"work_id":"07ec09c0-9a9c-41f9-a7bb-a2a27582c0dc","year":2020},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.436382Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:52ceaacee8e6b05dc777ef76a7ea1c8d05569d3949d958e72eafd058f14de9da","observation_id":"77f43c0e-309f-4a37-8910-f884858c3e7d","resolution":{"observed_at":"2026-08-06T21:11:40.761859Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.751692Z","title":"Asynchrony-robust collaborative perception via bird’s e ye view ﬂow,","venue":null,"work_id":"98ef221f-017f-4918-beba-ef8c70fb13f4","year":2023},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.438721Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:5b6854c05556ed630436e5c35eca227ecec12385bf56e73e553c7e2b59d56279","observation_id":"2a842b73-7e47-4969-bf0b-95015b6a0746","resolution":{"observed_at":"2026-08-06T21:11:40.754493Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.744083Z","title":"PACP: Priority-aware collaborative perception f or connected and autonomous vehicles,","venue":null,"work_id":"a775e8ff-ed6a-4a77-8ecc-9328dc8525a2","year":2024},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.440875Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:cb4420cd7099057e6f6a7f0a77a5b37bbcde152832bb88e96b4cd5bb3c3c32da","observation_id":"b5bc2db8-d03e-401e-a24b-8cdecd85403f","resolution":{"observed_at":"2026-08-06T21:11:40.746671Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.737651Z","title":"Practical collaborative perception: A framework for asyn chronous and multi-agent 3D object detection,","venue":null,"work_id":"ead02559-4a7b-4ac1-a338-b0a1d565c2ed","year":2024},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.443785Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:69ccc1e8817afb4b6b2656d7b24fcf2af41e9ac8ff67ed1ab87a4883c5e84dd7","observation_id":"c14c3bd6-61b8-46ca-9885-52d728e09b62","resolution":{"observed_at":"2026-08-06T21:11:40.740043Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.01200","last_updated":"2025-01-26T12:18:07Z","snapshot_observed_at":"2026-08-08T15:53:42.484764Z","submitted_at":"2025-01-02T11:22:57Z","title":"A Survey and Tutorial of Redundancy Mitigation for Vehicular Cooperative Perception: Standards, Strategies and Open Issues","version":2},"cited_work":{"arxiv_id":"2501.01200","doi":null,"metadata_source":"pith","pith_arxiv_id":"2501.01200","snapshot_observed_at":"2026-08-06T21:11:40.553989Z","title":"A Survey and Tutorial of Redundancy Mitigation for Vehicular Cooperative Perception: Standards, Strategies and Open Issues","venue":"cs.NI","work_id":"1fa7c2d8-037a-4b0d-a535-9fd7291a31e5","year":2025},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.445798Z"},"links":{"cited_paper":"/paper/2501.01200","citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:32a2c059935292022e3c6a5f213f329e4bd55b81731c8303a37d9d64ef3d56e2","observation_id":"8c838612-04fa-4c38-9de2-f44656b0ac57","resolution":{"observed_at":"2026-08-06T21:11:40.556660Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.730981Z","title":"A survey of collaborative perception in intelligent vehicles at intersections,","venue":null,"work_id":"bf90bd5e-abfd-4632-ac2e-e97ded5eab28","year":2024},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.448563Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:bca6e549515039014d1a514eb1a53de434b1591355914326d7be0774ebbb1d00","observation_id":"6ca7c694-465c-4f47-8d97-eece27bc1ea4","resolution":{"observed_at":"2026-08-06T21:11:40.733709Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.723915Z","title":"When2com: Mu lti-agent perception via communication graph grouping,","venue":null,"work_id":"6f1f0493-c0b0-4df4-8174-0d2ad0e3cd5d","year":2020},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.450794Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:92b64f845c53b2753d0ebb366717fff34e78e145c720594c05bd6737f4135ef1","observation_id":"af008381-8722-400d-9c3e-9456b9c6b6f0","resolution":{"observed_at":"2026-08-06T21:11:40.726562Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.717306Z","title":"V2VNet: V ehicle-to-vehicle communication for joi nt perception and prediction,","venue":null,"work_id":"f85a9d49-a968-4079-8ab7-a14a9dd9b2d5","year":2020},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.453446Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:f35cf15902027e8308d3670dcea17284e191588d0b37e42871ec264a99fb8691","observation_id":"af126f11-8a91-4378-85dd-87e23b1d2f4f","resolution":{"observed_at":"2026-08-06T21:11:40.719712Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.710251Z","title":"Learn ing distilled collaboration graph for multi-agent perception,","venue":null,"work_id":"095582f8-d6b4-436f-9a63-c1824760f2a0","year":2021},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.455474Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:3bf8df2e2effb77d93678d8c68f214fcd29122700e59dbe9c2ce72945f89ac74","observation_id":"471b41b7-f196-43f4-b962-f5fc05c34c2d","resolution":{"observed_at":"2026-08-06T21:11:40.712396Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.703871Z","title":"Where2comm : Communication-efﬁcient collaborative perception via spa tial conﬁdence maps,","venue":null,"work_id":"2b5be34b-ba7f-4b21-8180-62ebbcee8e8b","year":2022},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.457708Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:c566ae09184fa2d40c4043eb1ca5eddad304e057a68b351a30249746f7913982","observation_id":"4662b5d8-1d20-468c-9335-b552d902d817","resolution":{"observed_at":"2026-08-06T21:11:40.706231Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.697260Z","title":"Communication chal- lenges in infrastructure-vehicle cooperative autonomous driving: A ﬁeld deployment perspective,","venue":null,"work_id":"e24faa89-d0c7-4dc3-bedd-10f461e5e212","year":2022},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.460122Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:deefd17599d57a3603ec2a825734d88734dbe0235e5f487933e476b5acfae4e1","observation_id":"94b16bf6-2da2-4798-8433-46cbbee01f5a","resolution":{"observed_at":"2026-08-06T21:11:40.700061Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.690862Z","title":"Challenges and s olutions for cellular based V2X communications,","venue":null,"work_id":"d60136d5-17d8-443f-bce3-c6a2e954d64f","year":2020},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.462417Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:0a81cc02ae29118406badd410b8f173cb421adecdcf1c33b6983c40feb5d6d4f","observation_id":"91b4f90a-af14-47ef-86b5-866f62144b8b","resolution":{"observed_at":"2026-08-06T21:11:40.693204Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.684602Z","title":"Joint coding and decisi on feedback equalization for broadband wireless channels,","venue":null,"work_id":"e4e8d1e5-7297-41e2-a576-40694de18d1a","year":1998},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.464892Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:518d841a3db893147832c97ba48dca88349cd1a628425dda81499b4ce6032401","observation_id":"9fb5aa95-d179-4ca9-b41a-fbe4798e1586","resolution":{"observed_at":"2026-08-06T21:11:40.686808Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.09042","last_updated":"2024-08-29T08:53:26Z","snapshot_observed_at":"2026-08-09T13:06:02.556817Z","submitted_at":"2024-08-29T08:53:26Z","title":"Semantic Communication for Cooperative Perception using HARQ","version":1},"cited_work":{"arxiv_id":"2409.09042","doi":null,"metadata_source":"pith","pith_arxiv_id":"2409.09042","snapshot_observed_at":"2026-08-06T21:11:40.544675Z","title":"Semantic Communication for Cooperative Perception using HARQ","venue":"cs.IT","work_id":"2060ee49-cc49-487c-9338-06b9b7b21996","year":2024},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.467352Z"},"links":{"cited_paper":"/paper/2409.09042","citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:35d5fa303e64b71239ec9f6b5eed3aad8b4167a0b4c62ea1aa816a1a91c2d7a8","observation_id":"9fbd5513-6adb-4cf4-9c08-0bd7bc6b7dea","resolution":{"observed_at":"2026-08-06T21:11:40.547103Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.10456","last_updated":"2025-02-12T04:45:00Z","snapshot_observed_at":"2026-08-09T06:09:38.716432Z","submitted_at":"2025-02-12T04:45:00Z","title":"Deep Reinforcement Learning-Based User Scheduling for Collaborative Perception","version":1},"cited_work":{"arxiv_id":"2502.10456","doi":null,"metadata_source":"pith","pith_arxiv_id":"2502.10456","snapshot_observed_at":"2026-08-06T21:11:40.532303Z","title":"Deep Reinforcement Learning-Based User Scheduling for Collaborative Perception","venue":"cs.LG","work_id":"16a81c84-8852-467a-9f79-330b1bce2351","year":2025},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.470050Z"},"links":{"cited_paper":"/paper/2502.10456","citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:46fe746086ae2ab62845940ecb49e4d9e35f2577c3a15423d5d4039a4c5596f5","observation_id":"1e23c1ae-88ba-435f-948b-f76c18bd9853","resolution":{"observed_at":"2026-08-06T21:11:40.537370Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.678525Z","title":"AI empowered wireless communications: From bits to semantics ,","venue":null,"work_id":"6aec05eb-8d0e-44cd-852f-34e210f22856","year":2024},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.472604Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:aa488a02c11e80e8681fac8afa5120572e51e7ae548990212cc4637256a258b1","observation_id":"caef5c0e-e45c-458c-acf8-fd7866a2fc06","resolution":{"observed_at":"2026-08-06T21:11:40.680775Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.672170Z","title":"ISCom: Interest-aware semantic communication scheme for point cloud video streaming on metaverse XR devices,","venue":null,"work_id":"38a45b31-0293-4139-b643-05226d9d8145","year":2023},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.475125Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:13741e733ba242748ad8b45ede761a7327bd37e7591fedebef18dc011bf5248f","observation_id":"144b18b5-2f7c-49ef-b958-b45e9aa5c289","resolution":{"observed_at":"2026-08-06T21:11:40.674276Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.666123Z","title":"T ask- oriented semantic communication for stereo-vision 3D obje ct detection,","venue":null,"work_id":"ae7e1252-b458-4a59-ab10-654f528ec00c","year":2025},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.477962Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:f587ffb64ae89f67a4410c5b0efba263aed9495bb978029d76d618e796efcc7d","observation_id":"b832ea1c-e2e5-456a-bf1e-2a64f2ffd904","resolution":{"observed_at":"2026-08-06T21:11:40.668385Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.659745Z","title":"Semantic communication systems for speech transmission,","venue":null,"work_id":"d0c593fc-7cd2-41c9-86ec-57577e2a5674","year":2021},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.480437Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:859a9130e6c301b3623825e0a3ec35dfd464b50a13e7c4a1b20acae8287c01d2","observation_id":"933334b0-05c7-4cf4-a4cc-d668a584d501","resolution":{"observed_at":"2026-08-06T21:11:40.661850Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.653840Z","title":"Dee p joint source- channel coding for wireless image transmission,","venue":null,"work_id":"800bf7d8-b894-4a4f-b9ed-d1c0a63118fd","year":2019},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.483244Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:a92200efe51fb621560701b617fb47c8678169ec9bbcb693f75c33a95a2fd936","observation_id":"27a4a22e-176f-4c04-8e0c-f94c7db984d3","resolution":{"observed_at":"2026-08-06T21:11:40.656043Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.647605Z","title":"Semantic c ommunica- tion for cooperative perception based on importance map,","venue":null,"work_id":"63ce2594-45f7-4e00-9c1f-1e2561c39aa7","year":2024},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.485878Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:93c888b385c12aae4f7b11d1b1a2d891d28b2bba87f943e7313a5f4318fb7b38","observation_id":"a6c49e64-b743-4b72-9520-a3ab8ff29665","resolution":{"observed_at":"2026-08-06T21:11:40.649944Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.640420Z","title":"A comprehensive survey of lidar-based 3d object detection me thods with deep learning for autonomous driving,","venue":null,"work_id":"965e816a-2559-49f1-a0ac-dce5fa5ed180","year":2021},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.488375Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:a6f563d15c4316ad4361e65b8633e56c7e285c6a6d8556036248c9e394c5ab5c","observation_id":"c9d4fd64-fffc-4baa-b814-eb08497d78c9","resolution":{"observed_at":"2026-08-06T21:11:40.642828Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.633856Z","title":"Generalized intersection over union: A metric and a loss fo r bounding box regression,","venue":null,"work_id":"db74b648-9187-417e-933e-e7bd505a8434","year":2019},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.491142Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:debbad3c453cc6035afc803f506e781abd96bfe196b83e53e94ef2b46667edf2","observation_id":"f7f25f9c-2980-4c1a-9c05-15727e20b134","resolution":{"observed_at":"2026-08-06T21:11:40.636006Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.627456Z","title":"Pointpillars: Fast encoders for object detection from poi nt clouds,","venue":null,"work_id":"f79e7dcb-1e23-4065-a327-36fdcb1cda8c","year":2019},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.493626Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:8e4a5da284ca50ce8e45b6d3a224facac394ab3d3e22b478646b10d065983eca","observation_id":"12ef12e6-7938-4b00-879e-a99b87c754b5","resolution":{"observed_at":"2026-08-06T21:11:40.629896Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.620653Z","title":"V2X- ViT: V ehicle-to-everything cooperative perception with visio n transformer,","venue":null,"work_id":"971d3bbe-dd95-433e-96d9-f1958b4aaa5d","year":2022},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.496145Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:067ee36ef5e02d43ed324a33c7537533d5a1a2676d96ae79f15a5450737776b4","observation_id":"02a1a1eb-adf8-43cb-a36e-1ca65cc2021a","resolution":{"observed_at":"2026-08-06T21:11:40.623342Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.613451Z","title":"OPV2V: An open benchmark dataset and fusion pipeline for perception with v ehicle-to- vehicle communication,","venue":null,"work_id":"0724228e-67cb-4caf-a144-43df59d27af8","year":2022},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.498705Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:a2c591da4b2fcc9735a1fec2ee9d8c0ef20c6a040d7e6b5953f394f908e5302e","observation_id":"11cdf132-1ea6-429e-9658-353965430b9c","resolution":{"observed_at":"2026-08-06T21:11:40.615987Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.606072Z","title":"Task-oriented communicat ion for vehicle- to-infrastructure cooperative perception,","venue":null,"work_id":"f95aa476-6282-4bab-8638-91ffcfb5fb87","year":2024},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.500935Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:482bcad87a8f37b99fc54c70b52ffcbde595ff4cc59679a3c085d320f2dacbc5","observation_id":"dc8d7aec-4823-4a28-8746-9be1e477b0ed","resolution":{"observed_at":"2026-08-06T21:11:40.608420Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.599191Z","title":"Attention is all you need,","venue":null,"work_id":"4fbcc669-c551-4f1d-8e0f-e05c1e89b4a3","year":2017},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.503373Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:e427031c50f86028f6beacdc16bb17c130184159a20855bc4c56fba093c79b9f","observation_id":"c4eee5f6-20ad-43d9-8739-108501aa1096","resolution":{"observed_at":"2026-08-06T21:11:40.601595Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.592479Z","title":"CBAM: Convol utional block attention module,","venue":null,"work_id":"cf6511a7-52f3-47ef-a2be-518b757fcb95","year":2018},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.505550Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:412564b1b037d0ce0d2ddd803432b4bbf9fdc18f8b2b40a2105c831f18798a69","observation_id":"e5147d42-e7a9-4ca0-b294-5668d9320e44","resolution":{"observed_at":"2026-08-06T21:11:40.594951Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.585194Z","title":"Focal loss for dense object detection,","venue":null,"work_id":"6083d950-4b8a-40cc-91cb-082d2f2a230e","year":2017},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.508283Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:56d537f9a32897c67fc82df8d13f26bad91d2d98d09980b0169e6df2f9989059","observation_id":"b2c6c980-662c-4eb6-ae31-1eeee29e4331","resolution":{"observed_at":"2026-08-06T21:11:40.587879Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-06T21:11:40.578138Z","title":"CARLA: An open urban driving simulator,","venue":null,"work_id":"2bb4042b-2c21-4205-89ce-9929990d8a90","year":2017},"citing_paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-06T21:11:40.510715Z"},"links":{"citing_paper":"/paper/2507.00895"},"observation_digest":"sha256:1f87057d53277d16359663db10f11fe74a499cce2eaabea9741bd70dd554f2fc","observation_id":"235bb13f-fc69-467d-b7c9-9ad969ab5137","resolution":{"observed_at":"2026-08-06T21:11:40.580834Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.00895","last_updated":"2025-07-01T15:59:53Z","latest_version":1,"primary_category":"eess.SP","snapshot_observed_at":"2026-08-06T21:02:29.635000Z","submitted_at":"2025-07-01T15:59:53Z","title":"SComCP: Task-Oriented Semantic Communication for Collaborative Perception"},"reference_resolution":{"displayed":45,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":2,"verified_exact":4,"verified_fuzzy":39},"total_outbound_references":45},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2507.00895."}