Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T21:11:40.510715Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2507.00895.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T21:11:40.510715Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
45 of 45 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 602cfbb0-487a-4fcb-b67f-d4ddf3cd2e33 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception 6G for vehicle-to-ever ything (V2X) communications: Enabling technologies, challenges , and oppor- tunities,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9c7a28d4-453b-4673-bd9f-9543ece3a220 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Level-5 autonomous driving—Are we there yet ? A review of research literature,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 219475b0-5ce5-435d-99e4-ee346fcc5085 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Towards the unified pri nciples for level 5 autonomous vehicles,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 29bd172c-937b-4215-b505-8b452650c6b4 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Multi-modal 3D object det ection in autonomous driving: A survey and taxonomy,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 63b1b497-c630-4ecc-ab7e-6be36af34a6a · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Robustness-aware 3D object detection in autonomous drivi ng: A review and outlook,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e56bb75b-10d1-4bf5-b0fa-49ba1455a5f6 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Cooperative perception wit h V2V communication for autonomous vehicles,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 03fe36b2-74f6-436c-8a64-90cbbcd08dce · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Collabo rative perception in autonomous driving: Methods, datasets, and c hallenges,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 200b1459-425f-41eb-b964-e10c4bd75420 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Towards Vehicle-to-everything Autonomous Driving: A Survey on Collaborative Perception
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87f4e6d4-1ed9-4482-abf4-8826de43147b · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception V2I interference mana gement for collaborative perception based on hierarchical reinforce ment learning,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 88907580-02ad-4411-afe6-8f58f1ad0f81 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Spectrum sharing in vehicu lar networks based on multi-agent reinforcement learning,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 029b2c89-1414-4367-b217-0fd0aac3b991 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Bringing different views together: A hybrid cooperative perception framework for connected autonomous vehicles,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8390d716-9d9c-406f-89ba-2ec5280e789d · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Cooper: Cooperativ e perception for connected autonomous vehicles based on 3D point clouds,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8a9abac6-3895-4edc-bde9-14176ca68b75 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception VirtualPainting: Addressing Sparsity with Virtual Points and Distance-Aware Data Augmentation for 3D Object Detection
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a12e13c1-228c-4a33-8fb8-9b8a5ecafa62 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Collaborative automated d riving: A machine learning-based method to enhance the accuracy of sh ared information,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 77f43c0e-309f-4a37-8910-f884858c3e7d · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception CLOCs: Camera-lidar o bject candidates fusion for 3D object detection,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2a842b73-7e47-4969-bf0b-95015b6a0746 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Asynchrony-robust collaborative perception via bird’s e ye view flow,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b5bc2db8-d03e-401e-a24b-8cdecd85403f · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception PACP: Priority-aware collaborative perception f or connected and autonomous vehicles,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c14c3bd6-61b8-46ca-9885-52d728e09b62 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Practical collaborative perception: A framework for asyn chronous and multi-agent 3D object detection,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8c838612-04fa-4c38-9de2-f44656b0ac57 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception A Survey and Tutorial of Redundancy Mitigation for Vehicular Cooperative Perception: Standards, Strategies and Open Issues
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6ca7c694-465c-4f47-8d97-eece27bc1ea4 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception A survey of collaborative perception in intelligent vehicles at intersections,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation af008381-8722-400d-9c3e-9456b9c6b6f0 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception When2com: Mu lti-agent perception via communication graph grouping,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation af126f11-8a91-4378-85dd-87e23b1d2f4f · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception V2VNet: V ehicle-to-vehicle communication for joi nt perception and prediction,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 471b41b7-f196-43f4-b962-f5fc05c34c2d · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Learn ing distilled collaboration graph for multi-agent perception,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4662b5d8-1d20-468c-9335-b552d902d817 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Where2comm : Communication-efficient collaborative perception via spa tial confidence maps,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 94b16bf6-2da2-4798-8433-46cbbee01f5a · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Communication chal- lenges in infrastructure-vehicle cooperative autonomous driving: A field deployment perspective,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 91b4f90a-af14-47ef-86b5-866f62144b8b · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Challenges and s olutions for cellular based V2X communications,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9fb5aa95-d179-4ca9-b41a-fbe4798e1586 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Joint coding and decisi on feedback equalization for broadband wireless channels,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9fbd5513-6adb-4cf4-9c08-0bd7bc6b7dea · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Semantic Communication for Cooperative Perception using HARQ
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1e23c1ae-88ba-435f-948b-f76c18bd9853 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Deep Reinforcement Learning-Based User Scheduling for Collaborative Perception
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation caef5c0e-e45c-458c-acf8-fd7866a2fc06 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception AI empowered wireless communications: From bits to semantics ,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 144b18b5-2f7c-49ef-b958-b45e9aa5c289 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception ISCom: Interest-aware semantic communication scheme for point cloud video streaming on metaverse XR devices,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b832ea1c-e2e5-456a-bf1e-2a64f2ffd904 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception T ask- oriented semantic communication for stereo-vision 3D obje ct detection,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 933334b0-05c7-4cf4-a4cc-d668a584d501 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Semantic communication systems for speech transmission,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 27a4a22e-176f-4c04-8e0c-f94c7db984d3 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Dee p joint source- channel coding for wireless image transmission,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a6c49e64-b743-4b72-9520-a3ab8ff29665 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Semantic c ommunica- tion for cooperative perception based on importance map,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c9d4fd64-fffc-4baa-b814-eb08497d78c9 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception A comprehensive survey of lidar-based 3d object detection me thods with deep learning for autonomous driving,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f7f25f9c-2980-4c1a-9c05-15727e20b134 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Generalized intersection over union: A metric and a loss fo r bounding box regression,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 12ef12e6-7938-4b00-879e-a99b87c754b5 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Pointpillars: Fast encoders for object detection from poi nt clouds,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 02a1a1eb-adf8-43cb-a36e-1ca65cc2021a · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception V2X- ViT: V ehicle-to-everything cooperative perception with visio n transformer,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 11cdf132-1ea6-429e-9658-353965430b9c · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception OPV2V: An open benchmark dataset and fusion pipeline for perception with v ehicle-to- vehicle communication,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dc8d7aec-4823-4a28-8746-9be1e477b0ed · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Task-oriented communicat ion for vehicle- to-infrastructure cooperative perception,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c4eee5f6-20ad-43d9-8739-108501aa1096 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Attention is all you need,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e5147d42-e7a9-4ca0-b294-5668d9320e44 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception CBAM: Convol utional block attention module,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b2c6c980-662c-4eb6-ae31-1eeee29e4331 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception Focal loss for dense object detection,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 235bb13f-fc69-467d-b7c9-9ad969ab5137 · outbound
SComCP: Task-Oriented Semantic Communication for Collaborative Perception CARLA: An open urban driving simulator,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.