Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:11:38.236910Z
Paper Citation Record · LEDGER
Fast2comm:Collaborative perception combined with prior knowledge
As of 23 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2505.00740.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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
Reference resolution
26 of 26 outbound references displayed
- verified exact0
- verified fuzzy26
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 26dd67a7-90e2-46ed-94cb-8eabe9ac57f3 · outbound
This paper cites V2vnet: Vehicle-to-vehicle communication for joint perception and prediction,.
Fast2comm:Collaborative perception combined with prior knowledge V2vnet: Vehicle-to-vehicle communication for joint perception and prediction,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.584012Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0871bcd2-8c21-4e3b-85db-1022d6f7efe1 · outbound
This paper cites V2x-vit: Vehicle-to-everything cooperative perception with vision trans- former,.
Fast2comm:Collaborative perception combined with prior knowledge V2x-vit: Vehicle-to-everything cooperative perception with vision trans- former,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.573035Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a04e97f1-8d58-4031-8f0e-086ee8939793 · outbound
This paper cites Cooperative per- ception for 3d object detection in driving scenarios using infrastructure sensors,.
Fast2comm:Collaborative perception combined with prior knowledge Cooperative per- ception for 3d object detection in driving scenarios using infrastructure sensors,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.561811Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation cf987726-b85e-42c6-beb4-4d4ba1968b71 · outbound
This paper cites Learning distilled collaboration graph for multi-agent perception,.
Fast2comm:Collaborative perception combined with prior knowledge Learning distilled collaboration graph for multi-agent perception,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.550263Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3cdfbf5e-06fd-4ae0-879c-ff836a8f4a5c · outbound
This paper cites A mechanism for scheduling multi robot intelligent warehouse system face with dynamic demand,.
Fast2comm:Collaborative perception combined with prior knowledge A mechanism for scheduling multi robot intelligent warehouse system face with dynamic demand,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.539248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 99ceb874-9aed-4d52-be8b-477e1f8300cd · outbound
This paper cites When2com: Multi-agent perception via communication graph grouping,.
Fast2comm:Collaborative perception combined with prior knowledge When2com: Multi-agent perception via communication graph grouping,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.527676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 911b3965-43af-4479-8dad-fdc92f15f335 · outbound
This paper cites Where2comm: communication-efficient collaborative perception via spatial confi- dence maps,.
Fast2comm:Collaborative perception combined with prior knowledge Where2comm: communication-efficient collaborative perception via spatial confi- dence maps,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.515273Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b785fd03-ed62-4321-a075-34f3a0ed477d · outbound
This paper cites Multi-agent collaborative perception via motion-aware robust communication network,.
Fast2comm:Collaborative perception combined with prior knowledge Multi-agent collaborative perception via motion-aware robust communication network,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.500992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 24e12b72-e534-43f9-839e-f49d9fde6239 · outbound
This paper cites Auction protocol for camera active control,.
Fast2comm:Collaborative perception combined with prior knowledge Auction protocol for camera active control,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.489397Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ecc6d112-4b64-4f7e-b08f-b6b66f1178b3 · outbound
This paper cites Multi-agent reinforcement learning: independent versus cooperative agents,.
Fast2comm:Collaborative perception combined with prior knowledge Multi-agent reinforcement learning: independent versus cooperative agents,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.475062Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 454990c5-8b61-43f5-9173-984216e5b212 · outbound
This paper cites Multi-agent graph-attention communication and teaming,.
Fast2comm:Collaborative perception combined with prior knowledge Multi-agent graph-attention communication and teaming,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.462310Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5cedc5a4-ba97-4bb8-97a7-3587dcebe1af · outbound
This paper cites Communica- tion optimization for multi-agent reinforcement learning-based traffic control system with explainable protocol,.
Fast2comm:Collaborative perception combined with prior knowledge Communica- tion optimization for multi-agent reinforcement learning-based traffic control system with explainable protocol,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.451473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 340482fd-e2a3-41dd-bb7f-fea393bcee77 · outbound
This paper cites Opv2v: An open benchmark dataset and fusion pipeline for perception with vehicle-to-vehicle communication,.
Fast2comm:Collaborative perception combined with prior knowledge Opv2v: An open benchmark dataset and fusion pipeline for perception with vehicle-to-vehicle communication,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.439656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1130aa18-7107-4481-a8dc-6aa029c4e89a · outbound
This paper cites Dair-v2x: A large-scale dataset for vehicle- infrastructure cooperative 3d object detection,.
Fast2comm:Collaborative perception combined with prior knowledge Dair-v2x: A large-scale dataset for vehicle- infrastructure cooperative 3d object detection,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.427028Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5ea83f3b-bd51-4d0e-bfca-1c3b845fd346 · outbound
This paper cites Scope: A synthetic multi-modal dataset for collective perception including physical-correct weather conditions,.
Fast2comm:Collaborative perception combined with prior knowledge Scope: A synthetic multi-modal dataset for collective perception including physical-correct weather conditions,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.415744Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5b1003af-1e7f-4712-90da-7952f7dc38d6 · outbound
This paper cites Dynamic feature sharing for cooperative perception from point clouds,.
Fast2comm:Collaborative perception combined with prior knowledge Dynamic feature sharing for cooperative perception from point clouds,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.403674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5b561929-1c94-4ca1-ac1f-5e1143ee022e · outbound
This paper cites Pointpillars: Fast encoders for object detection from point clouds,.
Fast2comm:Collaborative perception combined with prior knowledge Pointpillars: Fast encoders for object detection from point clouds,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.391543Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation fa653ae0-7a63-4aeb-a44b-dc620909b364 · outbound
This paper cites Ermvp: Communication-efficient and collaboration-robust multi-vehicle per- ception in challenging environments,.
Fast2comm:Collaborative perception combined with prior knowledge Ermvp: Communication-efficient and collaboration-robust multi-vehicle per- ception in challenging environments,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.379062Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 23b61d80-b381-4e30-ae75-17fc1a63fe7d · outbound
This paper cites Attention is all you need,.
Fast2comm:Collaborative perception combined with prior knowledge Attention is all you need,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.367206Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ebe773b7-5456-4745-9d69-402cd4d0eb22 · outbound
This paper cites Focal loss for dense object detection,.
Fast2comm:Collaborative perception combined with prior knowledge Focal loss for dense object detection,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.355783Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 74c6b110-4124-4913-83de-767dee0b5bf3 · outbound
This paper cites CARLA: An open urban driving simulator,.
Fast2comm:Collaborative perception combined with prior knowledge CARLA: An open urban driving simulator,
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.343690Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 816d1fe0-d070-4576-9e87-864908fa70ea · outbound
This paper cites Pytorch: An imperative style, high- performance deep learning library,.
Fast2comm:Collaborative perception combined with prior knowledge Pytorch: An imperative style, high- performance deep learning library,
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.329078Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5b701289-1b7c-4d6f-b7af-c724c8a2839f · outbound
This paper cites Adam: A method for stochastic optimiza- tion,.
Fast2comm:Collaborative perception combined with prior knowledge Adam: A method for stochastic optimiza- tion,
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.315570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1925023b-63c6-4a5c-a2cd-edc0fbdb5254 · outbound
This paper cites Spatio-temporal domain awareness for multi- agent collaborative perception,.
Fast2comm:Collaborative perception combined with prior knowledge Spatio-temporal domain awareness for multi- agent collaborative perception,
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.302098Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e5d64ed9-7a93-4be0-bdae-258bbc609341 · outbound
This paper cites Cobevt: Cooperative birds eye view semantic segmentation with sparse trans- formers,.
Fast2comm:Collaborative perception combined with prior knowledge Cobevt: Cooperative birds eye view semantic segmentation with sparse trans- formers,
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.287991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2b400a96-80be-4c1b-82ee-5401e906e4e2 · outbound
This paper cites How2comm: Communication-efficient and collaboration- pragmatic multi-agent perception,.
Fast2comm:Collaborative perception combined with prior knowledge How2comm: Communication-efficient and collaboration- pragmatic multi-agent perception,
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:11:38.273714Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Pith citing papers
No inbound Pith citation observations are available.