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Paper Citation Record · LEDGER

Exploring the Impact of Temperature Scaling in Softmax for Classification and Adversarial Robustness

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.20604.

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

pith.paper-citation-record.v1
2502.20604 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:42:55.696237Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T13:41:18.952281Z

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 f1fe6883-1b81-48c4-80e0-712940b5de1e · inbound

Subquadratic Algorithms and Hardness for Attention with Any Temperature cites this paper.

Subquadratic Algorithms and Hardness for Attention with Any Temperature Exploring the Impact of Temperature Scaling in Softmax for Classification and Adversarial Robustness

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T15:42:55.696237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:42:55.696237Z digest=sha256:bbf15b0930ba5f2e559fdbed19b77c95128998bd2decac3857c34071d7b302c6

Observation 6364df47-e0f3-4b2e-b196-864c565be04d · inbound

A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems cites this paper.

A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Exploring the Impact of Temperature Scaling in Softmax for Classification and Adversarial Robustness

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-05T13:41:19.054423Z

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=pdf_text observed=2026-08-05T13:41:17.806772Z digest=sha256:07f6cfb3b47ea97aed3e0d58e1d4f63cb2a65f113afd82d42a64c7db65f20498

Observation 5b97d0ff-ae76-4ece-bc9b-24d87c2b2a73 · inbound

Multi-User Localization via Active Sensing with Electromagnetically Reconfigurable Antennas cites this paper.

Multi-User Localization via Active Sensing with Electromagnetically Reconfigurable Antennas Exploring the Impact of Temperature Scaling in Softmax for Classification and Adversarial Robustness

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-01T12:32:12.348772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T12:32:12.348772Z digest=sha256:f41faa61114973bf468ba4e665005ad094bd542e0a2e2fdd3a0ad9d00f97a7fa