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Paper Citation Record · LEDGER

Noisy Test-Time Adaptation in Vision-Language Models

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2502.14604.

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

pith.paper-citation-record.v1
2502.14604 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 2026-08-01T08:31:09.007152Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T19:50:10.064941Z

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 a1fe9261-fff5-4207-960c-fe006cf27114 · inbound

Dual Distribution Estimation for Zero-shot Noisy Test-Time Adaptation with VLMs cites this paper.

Dual Distribution Estimation for Zero-shot Noisy Test-Time Adaptation with VLMs Noisy Test-Time Adaptation in Vision-Language Models

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-07-04T19:50:10.066481Z

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=2026-06-25T21:03:20.583079Z digest=sha256:0bcdcf6d7852a8887524b734a585e271011a5a82e467a1f72443b6a0d28dd722

Observation 939f7efd-1d85-43a6-96ef-ed3e7d977e7f · inbound

Self-Poisoning in Adaptive Out-of-Distribution Detection: A Sharp-Threshold Theory and Certified Label-Free Calibration cites this paper.

Self-Poisoning in Adaptive Out-of-Distribution Detection: A Sharp-Threshold Theory and Certified Label-Free Calibration Noisy Test-Time Adaptation in Vision-Language Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-01T08:31:09.007152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:31:09.007152Z digest=sha256:edb6da52b22994dc789e8f4a2c4f9ffc0d2fe9c752919631d5935728cea62b4b