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Paper Citation Record · LEDGER

Boundary loss for highly unbalanced segmentation

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:1812.07032.

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

pith.paper-citation-record.v1
1812.07032 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T14:09:28.648486Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-14T14:09:28.748912Z

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 a9396162-efa8-45a8-a815-7121db2f03f4 · inbound

Distance Map Loss Penalty Term for Semantic Segmentation cites this paper.

Distance Map Loss Penalty Term for Semantic Segmentation Boundary loss for highly unbalanced segmentation

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-14T14:09:28.756861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-14T14:09:28.648486Z digest=sha256:a62413c385482ebc96953e610d452011d9d947026a5ba66905933c46c2831c2a