Pith Number

pith:52LGOVCD

pith:2026:52LGOVCD3E3YJZCV7J6HBM5TTC

not attested not anchored not stored refs pending

Exploiting Local Flatness for Efficient Out-of-Distribution Detection

Dongyeop Lee, Hyunji Jung, Namhoon Lee, Seonghwan Park

arxiv:2606.29952 v1 · 2026-06-29 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{52LGOVCD3E3YJZCV7J6HBM5TTC}

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	2026-06-30T02:17:42.466109Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee96675443d93784e455fa7c70b3b398be5f215e0eae664b1574804f32098132

Aliases

arxiv: 2606.29952 · arxiv_version: 2606.29952v1 · doi: 10.48550/arxiv.2606.29952 · pith_short_12: 52LGOVCD3E3Y · pith_short_16: 52LGOVCD3E3YJZCV · pith_short_8: 52LGOVCD

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/52LGOVCD3E3YJZCV7J6HBM5TTC \
  | 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: ee96675443d93784e455fa7c70b3b398be5f215e0eae664b1574804f32098132

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a484875ec725b84319a7f56a54d98056727fb023af62150b078e12dd38483a9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-29T08:27:27Z",
    "title_canon_sha256": "efc8e68662e7f449fe9bcda4bf028d93be25885400030fb8e4a8e61f02186956"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.29952",
    "kind": "arxiv",
    "version": 1
  }
}