Pith Number

pith:VFZHUCCM

pith:2025:VFZHUCCMMHRYSBSL55ZCEWQFZB

not attested not anchored not stored refs pending

A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection

Andreas Karathanasis, Ioannis Kompatsiaris, John Violos, Symeon Papadopoulos

arxiv:2504.21066 v1 · 2025-04-29 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VFZHUCCMMHRYSBSL55ZCEWQFZB}

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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

1 paper in Pith

Frugal Machine Learning for Energy-efficient, and Resource-aware Artificial Intelligence

Receipt and verification

First computed	2026-07-05T10:55:56.133401Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9727a084c61e389064bef72225a05c849577718a304da3e527addba4b5ba29b

Aliases

arxiv: 2504.21066 · arxiv_version: 2504.21066v1 · doi: 10.48550/arxiv.2504.21066 · pith_short_12: VFZHUCCMMHRY · pith_short_16: VFZHUCCMMHRYSBSL · pith_short_8: VFZHUCCM

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/VFZHUCCMMHRYSBSL55ZCEWQFZB \
  | 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: a9727a084c61e389064bef72225a05c849577718a304da3e527addba4b5ba29b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21d3990b88fc49e5e209f3a7eec9afdf92d992366b23160cb0f94678c1ce0359",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-29T13:37:21Z",
    "title_canon_sha256": "755f876bf26037eff9c55c137508e30eca15b31d586fbdf225e13eaf774c829d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.21066",
    "kind": "arxiv",
    "version": 1
  }
}