Pith. sign in

Paper Citation Record · LEDGER

Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2505.20704.

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

pith.paper-citation-record.v1
2505.20704 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 2026-08-05T06:32:48.257954+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:11:38.705717Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T05:00:21.079745Z

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 3c475437-6f4a-4cfd-8989-c8f2555058f8 · inbound

Adaptive Dual Uncertainty Optimization: Boosting Monocular 3D Object Detection under Test-Time Shifts cites this paper.

Adaptive Dual Uncertainty Optimization: Boosting Monocular 3D Object Detection under Test-Time Shifts Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-05T15:11:38.705717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:11:38.705717Z digest=sha256:a0c8fd219c302d8a2290bfa62754a80bb6d4946fcb3f9636ebb844a7281a9cc4

Observation ac8f3723-7472-464d-8d4b-ecdd4a385d74 · inbound

Sample-wise Targeted Adversarial Attacks on Test-time Adaptation cites this paper.

Sample-wise Targeted Adversarial Attacks on Test-time Adaptation Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-25T05:00:21.084311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-25T05:00:04.150887Z digest=sha256:af383e608a61229deb7fa6ad5334ddb31b70f20f006b280449c1373f89737692