Pith Number

pith:U6TAUYGH

pith:2025:U6TAUYGHFIMYO2Z6WL56NLKCWT

not attested not anchored not stored refs pending

Learning to Detect Multi-class Anomalies with Just One Normal Image Prompt

Bin-Bin Gao

arxiv:2505.09264 v1 · 2025-05-14 · cs.CV · 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{U6TAUYGHFIMYO2Z6WL56NLKCWT}

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	2026-07-05T11:03:05.256607Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7a60a60c72a19876b3eb2fbe6ad42b4f5898abcac940b8b9e6d79d31d9bfe87

Aliases

arxiv: 2505.09264 · arxiv_version: 2505.09264v1 · doi: 10.48550/arxiv.2505.09264 · pith_short_12: U6TAUYGHFIMY · pith_short_16: U6TAUYGHFIMYO2Z6 · pith_short_8: U6TAUYGH

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/U6TAUYGHFIMYO2Z6WL56NLKCWT \
  | 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: a7a60a60c72a19876b3eb2fbe6ad42b4f5898abcac940b8b9e6d79d31d9bfe87

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e210a9ee03f00a6942141cd7f5ecd0841a355d092dfb80a9f0f3b810db3dc34a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-14T10:25:14Z",
    "title_canon_sha256": "07949b4e901f2cece5ddda67c1925009b927c8eb248c94bed96932a227f6858a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.09264",
    "kind": "arxiv",
    "version": 1
  }
}