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Paper Citation Record · LEDGER

Approaching Test Time Augmentation in the Context of Uncertainty Calibration for Deep Neural Networks

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2304.05104.

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

pith.paper-citation-record.v1
2304.05104 v2

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 2026-08-07T13:07:57.208661Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T09:49:43.813377Z

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 1cc59317-d323-466c-85ff-ce4ea6e3edc4 · inbound

Test-time augmentation improves efficiency in conformal prediction cites this paper.

Test-time augmentation improves efficiency in conformal prediction Approaching Test Time Augmentation in the Context of Uncertainty Calibration for Deep Neural Networks

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T13:07:57.208661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:07:57.208661Z digest=sha256:c9facbd15cd5075279df3efc9bcfac7670fb525a377e1a750e47c6866feed54f

Observation 43ddce51-bea9-400b-b148-5d9cb3898123 · inbound

Homographic Navigation: Geometry-Driven Camera Guidance for Deterministic Planar Capture cites this paper.

Homographic Navigation: Geometry-Driven Camera Guidance for Deterministic Planar Capture Approaching Test Time Augmentation in the Context of Uncertainty Calibration for Deep Neural Networks

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-07-04T09:49:43.815331Z

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=2026-06-26T09:34:50.368813Z digest=sha256:67f2a9d883d3c590aa77fb9b871b60d8bb3e35f0d7bb7ab37dae20369fb358b0