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Paper Citation Record · LEDGER

CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2405.14737.

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

pith.paper-citation-record.v1
2405.14737 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 2026-08-13T06:32:02.005865+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:01:19.636572Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T16:54:18.870332Z

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 53d9ef35-06e7-4cb0-b8a5-975e98d24c9b · inbound

Out-of-Distribution Detection with Overlap Index cites this paper.

Out-of-Distribution Detection with Overlap Index CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T20:01:19.636572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:01:19.636572Z digest=sha256:4554ba18ae2828e3e50478b9d5db770cad70ddf4c1e6b4553c899a5f3004031e

Observation b24afff4-1616-49df-9b47-07244b1e19a5 · inbound

BayesAdapter: enhanced uncertainty estimation in CLIP few-shot adaptation cites this paper.

BayesAdapter: enhanced uncertainty estimation in CLIP few-shot adaptation CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-11T16:54:18.875124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T16:54:18.547828Z digest=sha256:70fc934563ab5dcc1d376e874bbfe6e1d0c07a50be6dd21cab3a4250d8ffa55f