Pith. sign in
Pith Number

pith:37Y7YUD4

pith:2025:37Y7YUD4RCPFB2QPNPPP2JMJHG
not attested not anchored not stored refs pending

Mitigating Spurious Negative Pairs for Robust Industrial Anomaly Detection

Hossein Mirzaei, Jafar Habibi, Mohammad Hossein Rohban, Mohammad Sabokrou, Mojtaba Nafez

arxiv:2501.15434 v1 · 2025-01-26 · cs.CV

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\usepackage{pith}
\pithnumber{37Y7YUD4RCPFB2QPNPPP2JMJHG}

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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.
Receipt and verification
First computed 2026-07-05T10:05:29.271183Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

dff1fc507c889e50ea0f6bdefd2589399f6b549fa512309eebb814fd0469a728

Aliases

arxiv: 2501.15434 · arxiv_version: 2501.15434v1 · doi: 10.48550/arxiv.2501.15434 · pith_short_12: 37Y7YUD4RCPF · pith_short_16: 37Y7YUD4RCPFB2QP · pith_short_8: 37Y7YUD4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/37Y7YUD4RCPFB2QPNPPP2JMJHG \
  | 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: dff1fc507c889e50ea0f6bdefd2589399f6b549fa512309eebb814fd0469a728
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "cc5d4a9adcaa197475e0c0b09e206d668cba94963352cd51ba2627ce8a0069a9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-26T07:32:39Z",
    "title_canon_sha256": "48753cc389427b8dbb22de39de98facfa28be963d8be8cfb97de4de3528dd746"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.15434",
    "kind": "arxiv",
    "version": 1
  }
}