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Paper Citation Record · LEDGER

Mask Focal Loss: A unifying framework for dense crowd counting with canonical object detection networks

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2212.11542.

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

pith.paper-citation-record.v1
2212.11542 v3

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 2026-08-08T23:55:09.288561Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:29:45.046708Z

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 61e7e29d-1536-4d17-8174-51e96d90c46f · inbound

Enhancing people localisation in drone imagery for better crowd management by utilising every pixel in high-resolution images cites this paper.

Enhancing people localisation in drone imagery for better crowd management by utilising every pixel in high-resolution images Mask Focal Loss: A unifying framework for dense crowd counting with canonical object detection networks

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-08T23:55:09.288561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T23:55:09.288561Z digest=sha256:d3a31cc94eac7c3cd0a1fe2cbf048df19ee2c894cd2bbae9d830661a8c29f7de

Observation 98385c6f-20d6-4289-9e1e-ebf772922e15 · inbound

Neural Architecture Search of Sample Reweighting Networks for Complex Distribution Shift cites this paper.

Neural Architecture Search of Sample Reweighting Networks for Complex Distribution Shift Mask Focal Loss: A unifying framework for dense crowd counting with canonical object detection networks

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-07-04T10:29:45.048088Z

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=2026-06-26T08:49:10.862580Z digest=sha256:1adf7c5140e86fca96a8f43d05c030de12f5f53192a142b3ea9b4c4f126a9f60