Pith Number

pith:P3XANDIN

pith:2019:P3XANDINSV5NHSKVHDC6GSSFG7

not attested not anchored not stored refs pending

Unsupervised Contextual Anomaly Detection using Joint Deep Variational Generative Models

Yaniv Shulman

arxiv:1904.00548 v1 · 2019-04-01 · stat.ML · 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{P3XANDINSV5NHSKVHDC6GSSFG7}

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	2026-05-17T23:49:48.124833Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7eee068d0d957ad3c95538c5e34a4537fc9c276553f40d124d6e157024817432

Aliases

arxiv: 1904.00548 · arxiv_version: 1904.00548v1 · doi: 10.48550/arxiv.1904.00548 · pith_short_12: P3XANDINSV5N · pith_short_16: P3XANDINSV5NHSKV · pith_short_8: P3XANDIN

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/P3XANDINSV5NHSKVHDC6GSSFG7 \
  | 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: 7eee068d0d957ad3c95538c5e34a4537fc9c276553f40d124d6e157024817432

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3dc01511faeff6e730976fc8164f6059c6c0d79c8b171ebb4311bcf2c2a5fbc5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-04-01T03:39:01Z",
    "title_canon_sha256": "8d0632a59234b83898d009e167ac0c8ac4d9cc4071eb941a4c059bc85d4ecbae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.00548",
    "kind": "arxiv",
    "version": 1
  }
}