Pith Number

pith:HR27JWOU

pith:2022:HR27JWOUPNL2OLRSY3GEL4S5VC

not attested not anchored not stored refs pending

What do we learn? Debunking the Myth of Unsupervised Outlier Detection

Cosmin I. Bercea, Daniel Rueckert, Julia A. Schnabel

arxiv:2206.03698 v2 · 2022-06-08 · cs.CV · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HR27JWOUPNL2OLRSY3GEL4S5VC}

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

Enclosing Prototypical Variational Autoencoder for Explainable Out-of-Distribution Detection

Receipt and verification

First computed	2026-07-05T05:39:51.003065Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c75f4d9d47b57a72e32c6cc45f25da8aefd59d49829db885fcb51e99e899f1c

Aliases

arxiv: 2206.03698 · arxiv_version: 2206.03698v2 · doi: 10.48550/arxiv.2206.03698 · pith_short_12: HR27JWOUPNL2 · pith_short_16: HR27JWOUPNL2OLRS · pith_short_8: HR27JWOU

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/HR27JWOUPNL2OLRSY3GEL4S5VC \
  | 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: 3c75f4d9d47b57a72e32c6cc45f25da8aefd59d49829db885fcb51e99e899f1c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "502c89993750d3fcbab80b37fb3826fa428c1f714042b17a5bcb76df0d2b6d04",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-06-08T06:36:16Z",
    "title_canon_sha256": "df0d55661814901b555439972919c531369592754d475fd1c8da33f9c5cd33a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.03698",
    "kind": "arxiv",
    "version": 2
  }
}