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Paper Citation Record · LEDGER

Unlocking the Hidden Potential of CLIP in Generalizable Deepfake Detection

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.19683.

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

pith.paper-citation-record.v1
2503.19683 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-09T17:12:53.262559Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T17:16:23.145271Z

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 e3a3712a-bf07-4c68-9e38-a05fdc516cc4 · inbound

Suppressing Forgery-Specific Shortcuts for Generalizable Deepfake Detection cites this paper.

Suppressing Forgery-Specific Shortcuts for Generalizable Deepfake Detection Unlocking the Hidden Potential of CLIP in Generalizable Deepfake Detection

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-07-01T22:36:17.607771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-28T15:12:34.221684Z digest=sha256:be0413b4f3234190f4ebeafd1c3ab516856a52af250a077985ca072d8be07dec

Observation 810356cf-5149-446b-baca-e5c6d6da0f45 · inbound

$\mu$Flow: Leveraging Average Images for Improving Generalisation of Deepfake Faces Detectors cites this paper.

$\mu$Flow: Leveraging Average Images for Improving Generalisation of Deepfake Faces Detectors Unlocking the Hidden Potential of CLIP in Generalizable Deepfake Detection

Reference 64

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T06:24:18.764969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-30T06:24:06.671249Z digest=sha256:9b8f872cff33276425da58c982290ed7f10ecee9404fc8eab309090ad2da3b31

Observation a0c0dcc8-3dd5-4c68-b3ec-27391620f323 · inbound

Why Fake ? Unveiling the Semantic Vocabulary of Deepfake Detectors cites this paper.

Why Fake ? Unveiling the Semantic Vocabulary of Deepfake Detectors Unlocking the Hidden Potential of CLIP in Generalizable Deepfake Detection

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-07-09T17:16:23.147276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T17:12:53.262559Z digest=sha256:a1369622bf62cd4c9a9cac09b58d71880428f0c7443639d4599a8f6343a08aab