Pith Number

pith:23YYHSFF

pith:2021:23YYHSFFEF5CV2TSMITZLAUMWF

not attested not anchored not stored refs pending

On Out-of-distribution Detection with Energy-based Models

Bertrand Charpentier, Daniel Z\"ugner, Stephan G\"unnemann, Sven Elflein

arxiv:2107.08785 v1 · 2021-07-03 · 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{23YYHSFFEF5CV2TSMITZLAUMWF}

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

ALSA: Anchors in Logit Space for Out-of-Distribution Accuracy Estimation

Receipt and verification

First computed	2026-07-05T02:58:52.933339Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6f183c8a5217a2aea72622795828cb167079e5ed9e032eb85c7579e85ee5dc8

Aliases

arxiv: 2107.08785 · arxiv_version: 2107.08785v1 · doi: 10.48550/arxiv.2107.08785 · pith_short_12: 23YYHSFFEF5C · pith_short_16: 23YYHSFFEF5CV2TS · pith_short_8: 23YYHSFF

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/23YYHSFFEF5CV2TSMITZLAUMWF \
  | 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: d6f183c8a5217a2aea72622795828cb167079e5ed9e032eb85c7579e85ee5dc8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10d71089d13291bbf14a4a8ca0eac44cca992218e993f0c1fcc10ca4e84dbe92",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-03T22:09:02Z",
    "title_canon_sha256": "78bc96af27fb125ee900c7ec9a155ad296781964e9d968f2c45e124552bb11f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.08785",
    "kind": "arxiv",
    "version": 1
  }
}