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Paper Citation Record · LEDGER

AUTO: Adaptive Outlier Optimization for Test-Time OOD Detection

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2303.12267.

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

pith.paper-citation-record.v1
2303.12267 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 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:45:32.387008Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T08:48:00.947845Z

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 dbd39876-6b91-4abb-82a0-7d0ae970ae40 · inbound

Frustratingly Easy Feature Reconstruction for Out-of-Distribution Detection cites this paper.

Frustratingly Easy Feature Reconstruction for Out-of-Distribution Detection AUTO: Adaptive Outlier Optimization for Test-Time OOD Detection

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T11:45:32.387008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:45:32.387008Z digest=sha256:ad4c4d24a30e238b100bb7b1a060a1430c7be9d4f50380c989d3950a04b0fd43

Observation 9c675eaf-a1af-4ead-996f-4d2059868a6c · inbound

TTL: Test-time Textual Learning for OOD Detection with Pretrained Vision-Language Models cites this paper.

TTL: Test-time Textual Learning for OOD Detection with Pretrained Vision-Language Models AUTO: Adaptive Outlier Optimization for Test-Time OOD Detection

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:48:00.949821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T08:47:36.728992Z digest=sha256:4f9d6378b29cab45d4f45d23d64cb5b3a961de89f52a801d75af6f1c7c4f7fa2