Pith Number

pith:YEKYGGY2

pith:2024:YEKYGGY22BDMFN5ONHHNXQCXNO

not attested not anchored not stored refs pending

Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection

Fang Zhao, Fenfang Tao, Guo-Sen Xie, Xiangbo Shu

arxiv:2412.17619 v2 · 2024-12-23 · 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{YEKYGGY22BDMFN5ONHHNXQCXNO}

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	2026-07-05T10:49:50.136479Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c115831b1ad046c2b7ae69cedbc0576b979f6e3f644af5265f60566ab709b3a3

Aliases

arxiv: 2412.17619 · arxiv_version: 2412.17619v2 · doi: 10.48550/arxiv.2412.17619 · pith_short_12: YEKYGGY22BDM · pith_short_16: YEKYGGY22BDMFN5O · pith_short_8: YEKYGGY2

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/YEKYGGY22BDMFN5ONHHNXQCXNO \
  | 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: c115831b1ad046c2b7ae69cedbc0576b979f6e3f644af5265f60566ab709b3a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e555e583a0b43f2faaedb80e19b2f283c211eed8f217927fa34b45b36554b82",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-23T14:43:51Z",
    "title_canon_sha256": "3398fba1db6f2403976296f867bf9a890e6199220ce6fe207d5fc9406d02e641"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.17619",
    "kind": "arxiv",
    "version": 2
  }
}