Pith Number

pith:NS4DBOVD

pith:2025:NS4DBOVDPZI7OEN47JFSJCIEO4

not attested not anchored not stored refs pending

A Survey on Foundation-Model-Based Industrial Defect Detection

Jiadong Yan, Juntao Li, Ke Zhang, Luyao Chang, Tianle Yang, Zhi Wang

arxiv:2502.19106 v2 · 2025-02-26 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NS4DBOVDPZI7OEN47JFSJCIEO4}

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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

Through the LENS: Local Geometric Decomposition of Vision-Language Model Representations

Receipt and verification

First computed	2026-07-05T10:20:45.639386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6cb830baa37e51f711bcfa4b248904770fad80700e827e54a75a8be86afcb23d

Aliases

arxiv: 2502.19106 · arxiv_version: 2502.19106v2 · doi: 10.48550/arxiv.2502.19106 · pith_short_12: NS4DBOVDPZI7 · pith_short_16: NS4DBOVDPZI7OEN4 · pith_short_8: NS4DBOVD

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/NS4DBOVDPZI7OEN47JFSJCIEO4 \
  | 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: 6cb830baa37e51f711bcfa4b248904770fad80700e827e54a75a8be86afcb23d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ff3c9c2612cf54db239274e6e0a49f97241356765c61dff1d73f56362611c0b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-26T12:49:27Z",
    "title_canon_sha256": "049e9e5cad058b6c921e7bb0848791aedcb018c010736d033010546cb5b70c1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.19106",
    "kind": "arxiv",
    "version": 2
  }
}