Pith Number

pith:DOAG4HAY

pith:2018:DOAG4HAYW4RR2Q7NH3HJIGYYL4

not attested not anchored not stored refs pending

Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series

Dacheng Chen, Dan Li, Jonathan Goh, See-kiong Ng

arxiv:1809.04758 v3 · 2018-09-13 · 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{DOAG4HAYW4RR2Q7NH3HJIGYYL4}

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.

Cited by

1 paper in Pith

Out-of-Distribution Detection Using Neural Rendering Generative Models

Receipt and verification

First computed	2026-05-17T23:56:23.167865Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b806e1c18b7231d43ed3ece941b185f2e22c193237239ce11132fb362a2bc00

Aliases

arxiv: 1809.04758 · arxiv_version: 1809.04758v3 · doi: 10.48550/arxiv.1809.04758 · pith_short_12: DOAG4HAYW4RR · pith_short_16: DOAG4HAYW4RR2Q7N · pith_short_8: DOAG4HAY

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/DOAG4HAYW4RR2Q7NH3HJIGYYL4 \
  | 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: 1b806e1c18b7231d43ed3ece941b185f2e22c193237239ce11132fb362a2bc00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2cfb62533c7f69e84716ea11f44d7fbeb1521f3876366d2d5de4ede97e849e4",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-13T03:54:22Z",
    "title_canon_sha256": "38942a6be43e3c4c6b57ab7d8adfd54f9e76e93d0d1f6a1f85262bf548c453ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.04758",
    "kind": "arxiv",
    "version": 3
  }
}