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Paper Citation Record · LEDGER

Same accuracy, twice as fast: continuous training surpasses retraining from scratch

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2502.21147.

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

pith.paper-citation-record.v1
2502.21147 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 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:21:45.228697Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T10:21:45.271468Z

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 f5334d0e-f61c-4188-b892-26e23efbae53 · inbound

Reinitializing weights vs units for maintaining plasticity in neural networks cites this paper.

Reinitializing weights vs units for maintaining plasticity in neural networks Same accuracy, twice as fast: continuous training surpasses retraining from scratch

Reference 51

Resolution
verified exact
local_arxiv, observed 2026-08-06T10:21:45.276608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T10:21:45.228697Z digest=sha256:30ae8cca644f7befbdb1f44d2e28fad251c988e0f6e179abdfa6ff53e5b5f6a8

Observation 9f2e6a25-34e3-4110-a488-93743dca2ada · inbound

Decision-Focused Continual Learning for Seaport Power-Logistics Scheduling: Generalization across Varying Tasks cites this paper.

Decision-Focused Continual Learning for Seaport Power-Logistics Scheduling: Generalization across Varying Tasks Same accuracy, twice as fast: continuous training surpasses retraining from scratch

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-03T23:04:11.900290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T23:04:11.900290Z digest=sha256:dcf8a620b8351e9570b0fe69bba3381d61d0f26398e7eab2d270715ee4de28ba