Pith Number

pith:OMUSVJJ5

pith:2022:OMUSVJJ5HL7W7CFXPJKIDQS2FY

not attested not anchored not stored refs pending

SPADE: Semi-supervised Anomaly Detection under Distribution Mismatch

Chun-Liang Li, Jinsung Yoon, Kihyuk Sohn, Sercan O. Arik, Tomas Pfister

arxiv:2212.00173 v1 · 2022-11-30 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OMUSVJJ5HL7W7CFXPJKIDQS2FY}

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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

Exploring a Hybrid Deep Learning Approach for Anomaly Detection in Mental Healthcare Provider Billing: Addressing Label Scarcity through Semi-Supervised Anomaly Detection

Receipt and verification

First computed	2026-07-05T05:21:31.394791Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73292aa53d3aff6f88b77a5481c25a2e3158fc3339fa4492a2e26dde0a23c4ae

Aliases

arxiv: 2212.00173 · arxiv_version: 2212.00173v1 · doi: 10.48550/arxiv.2212.00173 · pith_short_12: OMUSVJJ5HL7W · pith_short_16: OMUSVJJ5HL7W7CFX · pith_short_8: OMUSVJJ5

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/OMUSVJJ5HL7W7CFXPJKIDQS2FY \
  | 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: 73292aa53d3aff6f88b77a5481c25a2e3158fc3339fa4492a2e26dde0a23c4ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb6b9568503e08db193e49d4ef61737428266ecdc378946df94aac5ab3da5636",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-30T23:39:11Z",
    "title_canon_sha256": "68ed61b975451ab9c8f4460cc387eba175f9a4beb3d677433541fecef95448fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.00173",
    "kind": "arxiv",
    "version": 1
  }
}