Pith Number

pith:ML3SROPL

pith:2023:ML3SROPLGN7DVH7GIDTN5Y7BDZ

not attested not anchored not stored refs pending

Zero-Shot Anomaly Detection via Batch Normalization

Aodong Li, Chen Qiu, Maja Rudolph, Marius Kloft, Padhraic Smyth, Stephan Mandt

arxiv:2302.07849 v4 · 2023-02-15 · cs.LG · cs.AI · 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{ML3SROPLGN7DVH7GIDTN5Y7BDZ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T07:10:22.755361Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62f728b9eb337e3a9fe640e6dee3e11e7c0d9a300073c809a14eeeb5666189bf

Aliases

arxiv: 2302.07849 · arxiv_version: 2302.07849v4 · doi: 10.48550/arxiv.2302.07849 · pith_short_12: ML3SROPLGN7D · pith_short_16: ML3SROPLGN7DVH7G · pith_short_8: ML3SROPL

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/ML3SROPLGN7DVH7GIDTN5Y7BDZ \
  | 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: 62f728b9eb337e3a9fe640e6dee3e11e7c0d9a300073c809a14eeeb5666189bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d72f7e3ad6d7afcc4c7029de607973f57de8d1166cb0b51d39aa11755623150",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-15T18:34:15Z",
    "title_canon_sha256": "3f130e41b12490dfe5bb818406abcb69e1d8fe8d1aa5c5a3d0fe0db170f8ed46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.07849",
    "kind": "arxiv",
    "version": 4
  }
}