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Pith Number

pith:EH4GWH3P

pith:2024:EH4GWH3PPNDYPZPFP34CNUXA32
not attested not anchored not stored refs pending

Self-Supervised Spatial-Temporal Normality Learning for Time Series Anomaly Detection

Guansong Pang, Hezhe Qiao, Hongzuo Xu, Mingsheng Shang, Yuan Zhou, Yutong Chen

arxiv:2406.19770 v1 · 2024-06-28 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{EH4GWH3PPNDYPZPFP34CNUXA32}

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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 2026-07-05T08:37:54.753044Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

21f86b1f6f7b4787e5e57ef826d2e0dea5e42ad2f205b9780822c23a402c6d48

Aliases

arxiv: 2406.19770 · arxiv_version: 2406.19770v1 · doi: 10.48550/arxiv.2406.19770 · pith_short_12: EH4GWH3PPNDY · pith_short_16: EH4GWH3PPNDYPZPF · pith_short_8: EH4GWH3P
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/EH4GWH3PPNDYPZPFP34CNUXA32 \
  | 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: 21f86b1f6f7b4787e5e57ef826d2e0dea5e42ad2f205b9780822c23a402c6d48
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e8167bce152c361a727b8ed21b0a5b75dabc6ad55c28d7651cc3e53e634b3476",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-28T09:17:58Z",
    "title_canon_sha256": "9b8f1ed7187def34296b4180d970d6b6472fb6324f3610160bbb3c8beee34ab1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.19770",
    "kind": "arxiv",
    "version": 1
  }
}