Pith Number

pith:G2HP6KCK

pith:2024:G2HP6KCKQ2AMGAPIWOWVRJ76HE

not attested not anchored not stored refs pending

Mining In-distribution Attributes in Outliers for Out-of-distribution Detection

Luping Ji, Pei Liu, Yutian Lei

arxiv:2412.11466 v1 · 2024-12-16 · 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{G2HP6KCKQ2AMGAPIWOWVRJ76HE}

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	2026-07-05T09:49:33.478825Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

368eff284a8680c301e8b3ad58a7fe392395ac1a4a7e44b8402e412f3a97ef1a

Aliases

arxiv: 2412.11466 · arxiv_version: 2412.11466v1 · doi: 10.48550/arxiv.2412.11466 · pith_short_12: G2HP6KCKQ2AM · pith_short_16: G2HP6KCKQ2AMGAPI · pith_short_8: G2HP6KCK

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/G2HP6KCKQ2AMGAPIWOWVRJ76HE \
  | 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: 368eff284a8680c301e8b3ad58a7fe392395ac1a4a7e44b8402e412f3a97ef1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5648dd0aefeb535ed60610c79f5da1a13f2f37daab62039f3622706144682b19",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-16T05:47:35Z",
    "title_canon_sha256": "31852451c85bfb637eb79e35cb8d0066f79940b7d753e5cdbb3ab08e849bbf40"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11466",
    "kind": "arxiv",
    "version": 1
  }
}