Pith Number

pith:P2GBWBJM

pith:2019:P2GBWBJMCHB4JY7N4RUAVDXFYZ

not attested not anchored not stored refs pending

Deep Semi-Supervised Anomaly Detection

Alexander Binder, Emmanuel M\"uller, Klaus-Robert M\"uller, Lukas Ruff, Marius Kloft, Nico G\"ornitz, Robert A. Vandermeulen

arxiv:1906.02694 v2 · 2019-06-06 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P2GBWBJMCHB4JY7N4RUAVDXFYZ}

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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

2 papers in Pith

CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection

High-Redshift Gravitational Lens Discoveries in JWST NIRCam Using AnomalyMatch

Receipt and verification

First computed	2026-07-05T00:40:43.131974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e8c1b052c11c3c4e3ede4680a8ee5c65f64c40460482989f7cd05ced006afe6

Aliases

arxiv: 1906.02694 · arxiv_version: 1906.02694v2 · doi: 10.48550/arxiv.1906.02694 · pith_short_12: P2GBWBJMCHB4 · pith_short_16: P2GBWBJMCHB4JY7N · pith_short_8: P2GBWBJM

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/P2GBWBJMCHB4JY7N4RUAVDXFYZ \
  | 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: 7e8c1b052c11c3c4e3ede4680a8ee5c65f64c40460482989f7cd05ced006afe6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e2eb2eb5a5b50ff4bc1e4ab775e3b07343438a04621dc0356353bd68c50ba05",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-06T16:46:56Z",
    "title_canon_sha256": "54396b4b2dde3055f7a484f48183b76827c97446135941b946fa51195e70c837"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.02694",
    "kind": "arxiv",
    "version": 2
  }
}