Pith Number

pith:3FRVXZ7O

pith:2019:3FRVXZ7OZDSJMBCR5H3PJQCFCO

not attested not anchored not stored refs pending

Deep Anomaly Detection with Deviation Networks

Anton van den Hengel, Chunhua Shen, Guansong Pang

arxiv:1911.08623 v1 · 2019-11-19 · 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{3FRVXZ7OZDSJMBCR5H3PJQCFCO}

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	2026-07-05T00:20:34.360954Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9635be7eec8e4960451e9f6f4c04513a7d4eae855ad73fbf1ad06fdeb71e68a

Aliases

arxiv: 1911.08623 · arxiv_version: 1911.08623v1 · doi: 10.48550/arxiv.1911.08623 · pith_short_12: 3FRVXZ7OZDSJ · pith_short_16: 3FRVXZ7OZDSJMBCR · pith_short_8: 3FRVXZ7O

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/3FRVXZ7OZDSJMBCR5H3PJQCFCO \
  | 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: d9635be7eec8e4960451e9f6f4c04513a7d4eae855ad73fbf1ad06fdeb71e68a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9f87a87a9cbd6cecb5134da2cbfc06b353c23e1e00c507864d1813e9c1ac249",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-19T23:05:36Z",
    "title_canon_sha256": "d3e39322fd85b03f45c435b5eca1ac235785bec299302e9d04ad73efd092703d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.08623",
    "kind": "arxiv",
    "version": 1
  }
}