Pith Number

pith:MGGXQLOG

pith:2024:MGGXQLOGFORRUG4PCVH5CVSOSO

not attested not anchored not stored refs pending

The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection

Changqing Zhang, Joey Tianyi Zhou, Qinghua Hu, Qingyang Zhang, Qiuxuan Feng, Yatao Bian

arxiv:2410.11576 v1 · 2024-10-12 · 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{MGGXQLOGFORRUG4PCVH5CVSOSO}

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	2026-07-05T09:20:55.853033Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

618d782dc62ba31a1b8f154fd1564e939668ca5b8a28a325687a256fd46f9cb9

Aliases

arxiv: 2410.11576 · arxiv_version: 2410.11576v1 · doi: 10.48550/arxiv.2410.11576 · pith_short_12: MGGXQLOGFORR · pith_short_16: MGGXQLOGFORRUG4P · pith_short_8: MGGXQLOG

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/MGGXQLOGFORRUG4PCVH5CVSOSO \
  | 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: 618d782dc62ba31a1b8f154fd1564e939668ca5b8a28a325687a256fd46f9cb9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a022ad6582c7e10f158810868d516df5b6b975aa4dbd4be07f1d41a75438e78",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-12T07:02:04Z",
    "title_canon_sha256": "4efe6e0916c88f305ad4ba8d57edb9d4a3046e9b019c2fba3af1224aae57df81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.11576",
    "kind": "arxiv",
    "version": 1
  }
}