Pith Number

pith:CBNLOJES

pith:2023:CBNLOJESSDIFUQIAJ2DPCEXSLN

not attested not anchored not stored refs pending

How Low Can You Go? Surfacing Prototypical In-Distribution Samples for Unsupervised Anomaly Detection

Alexander Ziller, Daniel Rueckert, Felix Meissen, Georgios Kaissis, Johannes Getzner, Martin J. Menten, \"Ozg\"un Turgut

arxiv:2312.03804 v2 · 2023-12-06 · 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{CBNLOJESSDIFUQIAJ2DPCEXSLN}

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	2026-07-05T09:26:57.294308Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

105ab7249290d05a41004e86f112f25b7d627f05fb010fe743b5424071dcb8bb

Aliases

arxiv: 2312.03804 · arxiv_version: 2312.03804v2 · doi: 10.48550/arxiv.2312.03804 · pith_short_12: CBNLOJESSDIF · pith_short_16: CBNLOJESSDIFUQIA · pith_short_8: CBNLOJES

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/CBNLOJESSDIFUQIAJ2DPCEXSLN \
  | 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: 105ab7249290d05a41004e86f112f25b7d627f05fb010fe743b5424071dcb8bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22a501b2e13798a82ab5c03394377d28f2e0277ab064a408c5718c39255f0cd9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-06T15:30:47Z",
    "title_canon_sha256": "38b4b461053c1846ef4e0d78d11f486ebe098aebd7748ce110d2546f6a9cef46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.03804",
    "kind": "arxiv",
    "version": 2
  }
}