Pith. sign in

Paper Citation Record · LEDGER

Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2408.17065.

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

pith.paper-citation-record.v1
2408.17065 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:12:32.011950Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:29:16.596178Z

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 ea7c3680-82eb-4d01-b48e-372642163c85 · inbound

Revisiting Deepfake Detection: Chronological Continual Learning and the Limits of Generalization cites this paper.

Revisiting Deepfake Detection: Chronological Continual Learning and the Limits of Generalization Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-05T14:12:32.011950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:12:32.011950Z digest=sha256:7d0b61c84f07859f0148d270fedbc6cb377c3289a16acd24782af95406ca925c

Observation 68959c1e-67bd-45e3-a9dc-fd42dda2abd1 · inbound

ReAlign: Generalizable Image Forgery Detection via Reasoning-Aligned Representation cites this paper.

ReAlign: Generalizable Image Forgery Detection via Reasoning-Aligned Representation Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-20T19:33:42.096932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-20T19:31:12.594807Z digest=sha256:54df2979e33c52e459fa62c88d33cfdff6672f7daea64b0659f4c2be17568e33

Observation 0adf992d-b449-4c0f-89aa-bb36c45c2c77 · inbound

Deepfake Detection in Social Media: A Temporal Artifact Analysis Using 3D Convolutional Neural Networks cites this paper.

Deepfake Detection in Social Media: A Temporal Artifact Analysis Using 3D Convolutional Neural Networks Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-20T13:13:18.743968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-20T13:08:29.414406Z digest=sha256:7e9d2f710af70d3d2f68fb7ac6631fadb627cd02dd94567d264cf16872b591b7

Observation 2d3dda58-5847-425d-bad7-8891338fc3ad · inbound

The Regularizing Power of Language-Training Deepfake Detectors cites this paper.

The Regularizing Power of Language-Training Deepfake Detectors Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 68

Resolution
metadata mismatch
arxiv_id, observed 2026-06-28T23:22:46.799420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T23:19:55.111556Z digest=sha256:5ffc37045b84d2d5733f015b0c7e9cdfd441f1c7be1d59601a39440ae01a226b

Observation e16e0d05-cfdb-41cd-a0e6-1be6373c91e5 · inbound

When AUC Misleads: Polarization-Aware Evaluation of Deepfake Detectors under Domain Shift cites this paper.

When AUC Misleads: Polarization-Aware Evaluation of Deepfake Detectors under Domain Shift Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 38

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T00:29:16.599206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-26T21:08:28.820905Z digest=sha256:035d79fadd34600eeb1d098ac631be4236e9cc44a94da29295e2041163f0e685