Pith Number

pith:OPJMMSMO

pith:2024:OPJMMSMOYBWLJM2HAKT6OEZHOR

not attested not anchored not stored refs pending

UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection

Bingke Zhu, Guibo Zhu, Jinqiao Wang, Ming Tang, Yingying Chen, Zhaopeng Gu

arxiv:2412.03342 v3 · 2024-12-04 · 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{OPJMMSMOYBWLJM2HAKT6OEZHOR}

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

A Comprehensive Survey for Real-World Industrial Defect Detection: Challenges, Approaches, and Prospects

Receipt and verification

First computed	2026-07-05T10:27:21.068793Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73d2c6498ec06cb4b34702a7e713277469e517848182aa9f3de7abf90b0b21bf

Aliases

arxiv: 2412.03342 · arxiv_version: 2412.03342v3 · doi: 10.48550/arxiv.2412.03342 · pith_short_12: OPJMMSMOYBWL · pith_short_16: OPJMMSMOYBWLJM2H · pith_short_8: OPJMMSMO

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/OPJMMSMOYBWLJM2HAKT6OEZHOR \
  | 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: 73d2c6498ec06cb4b34702a7e713277469e517848182aa9f3de7abf90b0b21bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b37edc3cf377a6d125ff1d9e9ea4335799ebf28a0622cd17638b9555249ab6be",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-04T14:20:27Z",
    "title_canon_sha256": "3a636ee0f446e62c287e3455affd5dab75640c88a898b9b202ab8ff64eb99252"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03342",
    "kind": "arxiv",
    "version": 3
  }
}