Pith Number

pith:KWQBFBKH

pith:2020:KWQBFBKHHKBVI37JLHC27Z5FTI

not attested not anchored not stored refs pending

Energy-based Out-of-distribution Detection

John D. Owens, Weitang Liu, Xiaoyun Wang, Yixuan Li

arxiv:2010.03759 v4 · 2020-10-08 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KWQBFBKHHKBVI37JLHC27Z5FTI}

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 (OOD) Detectors for Open-Set RF Fingerprinting

Receipt and verification

First computed	2026-07-05T02:34:42.492109Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55a01285473a83546fe959c5afe7a59a034478bd8d2e605e4711298a3ce8d118

Aliases

arxiv: 2010.03759 · arxiv_version: 2010.03759v4 · doi: 10.48550/arxiv.2010.03759 · pith_short_12: KWQBFBKHHKBV · pith_short_16: KWQBFBKHHKBVI37J · pith_short_8: KWQBFBKH

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/KWQBFBKHHKBVI37JLHC27Z5FTI \
  | 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: 55a01285473a83546fe959c5afe7a59a034478bd8d2e605e4711298a3ce8d118

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "886807436f7f2977d85acabf12201cd85ae4dc9a2c439aaef6787fdaa4494259",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-08T04:42:17Z",
    "title_canon_sha256": "d7e53f57a23c80de65a408b0893d2af01cf3c16a1bec5f1e91d13814ed3f8036"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.03759",
    "kind": "arxiv",
    "version": 4
  }
}