pith. sign in
Pith Number

pith:4CHOCVZ5

pith:2019:4CHOCVZ5ASCRSBEXX3OJZWAK5R
not attested not anchored not stored refs pending

Anomaly scores for generative models

Jan B\'im, Tom\'a\v{s} Pevn\'y, V\'aclav \v{S}m\'idl

arxiv:1905.11890 v1 · 2019-05-28 · stat.ML · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4CHOCVZ5ASCRSBEXX3OJZWAK5R}

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 2026-05-17T23:44:50.011631Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e08ee1573d0485190497bedc9cd80aec6f5280096348c7917cd05d2c2c3e0c1f

Aliases

arxiv: 1905.11890 · arxiv_version: 1905.11890v1 · doi: 10.48550/arxiv.1905.11890 · pith_short_12: 4CHOCVZ5ASCR · pith_short_16: 4CHOCVZ5ASCRSBEX · pith_short_8: 4CHOCVZ5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4CHOCVZ5ASCRSBEXX3OJZWAK5R \
  | 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: e08ee1573d0485190497bedc9cd80aec6f5280096348c7917cd05d2c2c3e0c1f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "953fd6dac96bf639a7e698aea08582efcdae05e4b7096d20d13b6b84608526a8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-05-28T15:35:39Z",
    "title_canon_sha256": "f85e5ee1dee632936fcfa4bb844918d84cec34da71c72821802d980abe8e8d8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.11890",
    "kind": "arxiv",
    "version": 1
  }
}