Pith Number

pith:KD3AFJEC

pith:2024:KD3AFJECDAUTPIPIQUN7NVIWLZ

not attested not anchored not stored refs pending

Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble

Chenhui Xu, Fuxun Yu, Nathan Inkawhich, Xiang Chen, Zirui Xu

arxiv:2403.16260 v2 · 2024-03-24 · cs.LG · cs.AI · cs.CV · 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{KD3AFJECDAUTPIPIQUN7NVIWLZ}

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	2026-07-05T08:55:49.959307Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50f602a482182937a1e8851bf6d5165e7525c9016be88a17df578d62809e7bc1

Aliases

arxiv: 2403.16260 · arxiv_version: 2403.16260v2 · doi: 10.48550/arxiv.2403.16260 · pith_short_12: KD3AFJECDAUT · pith_short_16: KD3AFJECDAUTPIPI · pith_short_8: KD3AFJEC

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/KD3AFJECDAUTPIPIQUN7NVIWLZ \
  | 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: 50f602a482182937a1e8851bf6d5165e7525c9016be88a17df578d62809e7bc1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5f1182bc63e623e5575d9fdcfb6707e54671ffcd45385ec9b4c190437d788fe",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-24T18:43:04Z",
    "title_canon_sha256": "db1ada7ccc3608104097f70ed5d70c4bac34a0ebb7d8dd02b36fd65550de0196"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.16260",
    "kind": "arxiv",
    "version": 2
  }
}