Pith Number

pith:WTJKXMJL

pith:2025:WTJKXMJLXW23LC6P5HONUUZZWE

not attested not anchored not stored refs pending

Component-aware Unsupervised Logical Anomaly Generation for Industrial Anomaly Detection

Boyang Wang, Haoran Wang, Jiawen Yu, Junxiong Lin, Qing Zhao, Wenqiang Zhang, Xinji Mai, Xuan Tong, Yang Chang, Yan Wang, Yuxuan Lin, Zeng Tao

arxiv:2502.11712 v1 · 2025-02-17 · cs.CV

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\usepackage{pith}
\pithnumber{WTJKXMJLXW23LC6P5HONUUZZWE}

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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

LAD-Reasoner: Tiny Multimodal Models are Good Reasoners for Logical Anomaly Detection

Receipt and verification

First computed	2026-07-05T10:15:32.784636Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4d2abb12bbdb5b58bcfe9dcda5339b11a77ab0b39de9560c591697b81a66607

Aliases

arxiv: 2502.11712 · arxiv_version: 2502.11712v1 · doi: 10.48550/arxiv.2502.11712 · pith_short_12: WTJKXMJLXW23 · pith_short_16: WTJKXMJLXW23LC6P · pith_short_8: WTJKXMJL

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/WTJKXMJLXW23LC6P5HONUUZZWE \
  | 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: b4d2abb12bbdb5b58bcfe9dcda5339b11a77ab0b39de9560c591697b81a66607

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b145ca3149b95e4a453902211247bbc72ae9f7808ba4aa8f3a69fd503cddf6a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-17T11:54:43Z",
    "title_canon_sha256": "189b20591473568a22cc708ef01e1436fc07525c6969d7822a7ab2ca833f3883"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11712",
    "kind": "arxiv",
    "version": 1
  }
}