Pith Number

pith:IQNI63DF

pith:2024:IQNI63DFU445W2AUNL4IEM2SGG

not attested not anchored not stored refs pending

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

Li Yuan, Mingyi Guo, Shen Chen, Shouhong Ding, Taiping Yao, Xinghe Fu, Yandan Zhao, Zhiyuan Yan

arxiv:2408.17065 v2 · 2024-08-30 · cs.CV

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\usepackage{pith}
\pithnumber{IQNI63DFU445W2AUNL4IEM2SGG}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

4 papers in Pith

When AUC Misleads: Polarization-Aware Evaluation of Deepfake Detectors under Domain Shift

The Regularizing Power of Language-Training Deepfake Detectors

ReAlign: Generalizable Image Forgery Detection via Reasoning-Aligned Representation

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

Receipt and verification

First computed	2026-07-05T09:42:29.725845Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

441a8f6c65a739db68146af88233523198fb6c36e5ae01a6b56c7da174341785

Aliases

arxiv: 2408.17065 · arxiv_version: 2408.17065v2 · doi: 10.48550/arxiv.2408.17065 · pith_short_12: IQNI63DFU445 · pith_short_16: IQNI63DFU445W2AU · pith_short_8: IQNI63DF

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/IQNI63DFU445W2AUNL4IEM2SGG \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 441a8f6c65a739db68146af88233523198fb6c36e5ae01a6b56c7da174341785

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f62594659eb0a02e1b74df35c53fdccb35856a1e207fa4731e38d0c0b6e9ebd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-30T07:49:57Z",
    "title_canon_sha256": "bcd1bd4f6b5a83d3fdb558057372162a3bfffd2a8d0ad8d8cdbcc77c618130a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.17065",
    "kind": "arxiv",
    "version": 2
  }
}