Pith Number

pith:ZQWU2YPY

pith:2025:ZQWU2YPYYODBD66ZG6N7YLGAJX

not attested not anchored not stored refs pending

Search is All You Need for Few-shot Anomaly Detection

Hanqi Guo, Haofen Wang, Jia Guo, Junjie Hu, Li Xiong, Qishan Wang, Shuyong Gao, Wenqiang Zhang

arxiv:2504.11895 v2 · 2025-04-16 · 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{ZQWU2YPYYODBD66ZG6N7YLGAJX}

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	2026-07-05T11:00:06.507883Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc2d4d61f8c38611fbd9379bfc2cc04df41cfb80e4c3004d0706bbde98fb156d

Aliases

arxiv: 2504.11895 · arxiv_version: 2504.11895v2 · doi: 10.48550/arxiv.2504.11895 · pith_short_12: ZQWU2YPYYODB · pith_short_16: ZQWU2YPYYODBD66Z · pith_short_8: ZQWU2YPY

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/ZQWU2YPYYODBD66ZG6N7YLGAJX \
  | 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: cc2d4d61f8c38611fbd9379bfc2cc04df41cfb80e4c3004d0706bbde98fb156d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c69bf98d34ef15242fdf54d1d90b0e7b5608652a75610dddaaf3c7c61f0757bf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-16T09:21:34Z",
    "title_canon_sha256": "0641c4d273507c17d6e8a4ef5350e0614d40c98d452bca98fb8ccf4a2906f3c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.11895",
    "kind": "arxiv",
    "version": 2
  }
}