Pith Number

pith:HUW4QJCJ

pith:2020:HUW4QJCJ4PWYAYEIRP5DSWH4FG

not attested not anchored not stored refs pending

Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection

Dorit Merhof, Oliver Rippel, Patrick Mertens

arxiv:2005.14140 v2 · 2020-05-28 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HUW4QJCJ4PWYAYEIRP5DSWH4FG}

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

Sequential PatchCore: Anomaly Detection for Surface Inspection using Synthetic Impurities

Receipt and verification

First computed	2026-07-05T01:45:27.250231Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d2dc82449e3ed8060888bfa3958fc2990a0024566c4f61ae0089f5b22e1c523

Aliases

arxiv: 2005.14140 · arxiv_version: 2005.14140v2 · doi: 10.48550/arxiv.2005.14140 · pith_short_12: HUW4QJCJ4PWY · pith_short_16: HUW4QJCJ4PWYAYEI · pith_short_8: HUW4QJCJ

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/HUW4QJCJ4PWYAYEIRP5DSWH4FG \
  | 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: 3d2dc82449e3ed8060888bfa3958fc2990a0024566c4f61ae0089f5b22e1c523

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe2281eb83a921e6fab9ea82833680f416e6c4f3abaa924a756bb10bd6c34799",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-05-28T16:43:41Z",
    "title_canon_sha256": "c1faff8817c36c0d2a5c6f9512adb8e0108a4daf6292e28ae0d98d4aa61e95b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.14140",
    "kind": "arxiv",
    "version": 2
  }
}