Pith Number

pith:SC5F7XFV

pith:2020:SC5F7XFVBCCXNDLYEZ23C5ERXJ

not attested not anchored not stored refs pending

Robust Out-of-distribution Detection for Neural Networks

Jiefeng Chen, Somesh Jha, Xi Wu, Yingyu Liang, Yixuan Li

arxiv:2003.09711 v6 · 2020-03-21 · 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{SC5F7XFVBCCXNDLYEZ23C5ERXJ}

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

Don't Collapse Your Features: Why CenterLoss Hurts OOD Detection and Multi-Scale Mahalanobis Wins

Receipt and verification

First computed	2026-07-05T03:39:10.928426Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90ba5fdcb50885768d782675b17491ba4d8b293cef222fea314435fde582ec9e

Aliases

arxiv: 2003.09711 · arxiv_version: 2003.09711v6 · doi: 10.48550/arxiv.2003.09711 · pith_short_12: SC5F7XFVBCCX · pith_short_16: SC5F7XFVBCCXNDLY · pith_short_8: SC5F7XFV

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/SC5F7XFVBCCXNDLYEZ23C5ERXJ \
  | 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: 90ba5fdcb50885768d782675b17491ba4d8b293cef222fea314435fde582ec9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8da920f13cb82bf3ae127043136db9f958634d430998a219726ae2fe50c8ec5",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-21T17:46:28Z",
    "title_canon_sha256": "dd4b1e6e35625706d675980706c48680e48c5a8decfc90393bf6807c1e6a7446"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.09711",
    "kind": "arxiv",
    "version": 6
  }
}