Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
CoSDH: Communication-Efficient Collaborative Perception via Supply-Demand Awareness and Intermediate-Late Hybridization
As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.03430.
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, observed 2026-08-16T04:57:14.524076Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T09:55:40.417581Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation ee967d34-4b01-4f52-b501-d1d24a572a27 · inbound
Is Intermediate Fusion All You Need for UAV-based Collaborative Perception? cites this paper.
Is Intermediate Fusion All You Need for UAV-based Collaborative Perception? CoSDH: Communication-Efficient Collaborative Perception via Supply-Demand Awareness and Intermediate-Late Hybridization
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:57:14.524076Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d3e6077-ebbf-4ce0-9cd8-0cb95d0af2fc · inbound
Collaborative Trajectory Prediction via Late Fusion cites this paper.
Collaborative Trajectory Prediction via Late Fusion CoSDH: Communication-Efficient Collaborative Perception via Supply-Demand Awareness and Intermediate-Late Hybridization
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T19:41:08.862288Z
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 ba2def46-d504-4546-b2bb-3ddc6c363067 · inbound
CooperScene: Multi-Modal Cooperative Autonomy Benchmark with C-V2X Communication Characterization cites this paper.
CooperScene: Multi-Modal Cooperative Autonomy Benchmark with C-V2X Communication Characterization CoSDH: Communication-Efficient Collaborative Perception via Supply-Demand Awareness and Intermediate-Late Hybridization
Reference 59
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T09:55:40.419247Z
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.