Pith. sign in

Paper Citation Record · LEDGER

Generative CKM Construction using Partially Observed Data with Diffusion Model

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.14812.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.14812 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T08:08:44.550698Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T08:17:44.909746Z

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 c8450c6b-5c26-4388-a04c-ea65a0ec5144 · inbound

You May Use the Same Channel Knowledge Map for Environment-Aware NLoS Sensing and Communication cites this paper.

You May Use the Same Channel Knowledge Map for Environment-Aware NLoS Sensing and Communication Generative CKM Construction using Partially Observed Data with Diffusion Model

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-19T06:12:07.220940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-19T06:09:01.001339Z digest=sha256:49878fef63b10b9e7d10329410da5711c4debfb8164564a5cb5df386fd35a974

Observation cbe54039-e336-4bfc-a613-3c6b46e5bfea · inbound

Scene-Conditioned PINN-GNN for Multipath RF Maps: Cross-Scene Generation and In-Scene Completion cites this paper.

Scene-Conditioned PINN-GNN for Multipath RF Maps: Cross-Scene Generation and In-Scene Completion Generative CKM Construction using Partially Observed Data with Diffusion Model

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-07-03T08:17:44.911402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-03T08:08:44.550698Z digest=sha256:3363bd7cac0815611853d911c7d390d78e1f66397a63e93f22db1b654e9296b6