Pith. sign in
Pith Number

pith:XYMA55LS

pith:2024:XYMA55LSZXW5E4DGQCR3A7DZBP
not attested not anchored not stored refs pending

ToCoAD: Two-Stage Contrastive Learning for Industrial Anomaly Detection

Anyang Su, Donglin Di, Junjie Huang, Lei Fan, Yun Liang, Zhiguang Hu

arxiv:2407.01312 v1 · 2024-07-01 · cs.CV

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\usepackage{pith}
\pithnumber{XYMA55LSZXW5E4DGQCR3A7DZBP}

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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

Receipt and verification
First computed 2026-07-05T08:38:46.164908Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

be180ef572cdedd2706680a3b07c790bd63589e269645879aa96b47de593c440

Aliases

arxiv: 2407.01312 · arxiv_version: 2407.01312v1 · doi: 10.48550/arxiv.2407.01312 · pith_short_12: XYMA55LSZXW5 · pith_short_16: XYMA55LSZXW5E4DG · pith_short_8: XYMA55LS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XYMA55LSZXW5E4DGQCR3A7DZBP \
  | 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: be180ef572cdedd2706680a3b07c790bd63589e269645879aa96b47de593c440
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7b77bf00fd5687d01c95c70b7138b9d6a938053d991cd744928d83303bd5d9a2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-01T14:19:36Z",
    "title_canon_sha256": "00bcb607fba18c80fd42d73c6a3ba793da487ae912c3892d24f26f7583dc1ea6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.01312",
    "kind": "arxiv",
    "version": 1
  }
}