Pith Number

pith:VGFSGSXF

pith:2022:VGFSGSXF6EKY6J3KCRPJQVJUND

not attested not anchored not stored refs pending

Latent Outlier Exposure for Anomaly Detection with Contaminated Data

Aodong Li, Chen Qiu, Maja Rudolph, Marius Kloft, Stephan Mandt

arxiv:2202.08088 v3 · 2022-02-16 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VGFSGSXF6EKY6J3KCRPJQVJUND}

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

Conformal Prediction for Neural Operators: Distribution-Free Uncertainty Quantification in Physics Simulation

Receipt and verification

First computed	2026-07-05T04:41:11.363797Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a98b234ae5f1158f276a145e98553468df41fda2ac433459c685d1c2562ed2b7

Aliases

arxiv: 2202.08088 · arxiv_version: 2202.08088v3 · doi: 10.48550/arxiv.2202.08088 · pith_short_12: VGFSGSXF6EKY · pith_short_16: VGFSGSXF6EKY6J3K · pith_short_8: VGFSGSXF

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/VGFSGSXF6EKY6J3KCRPJQVJUND \
  | 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: a98b234ae5f1158f276a145e98553468df41fda2ac433459c685d1c2562ed2b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84b05e65b6eb5aaf13e38e3df59b394dfaf3e0f19c2dc665bf308936b7655eda",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-16T14:21:28Z",
    "title_canon_sha256": "c36e84173dc313cae6e40dd77ddb3bd4f370f7408b05b7190976db36b3971589"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.08088",
    "kind": "arxiv",
    "version": 3
  }
}