Pith Number

pith:PIKK7SLP

pith:2025:PIKK7SLPV4CNAHPV7NWC6NGQTB

not attested not anchored not stored refs pending

Multi-class Image Anomaly Detection for Practical Applications: Requirements and Robust Solutions

Jaehyuk Heo, Pilsung Kang

arxiv:2508.02477 v1 · 2025-08-04 · 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{PIKK7SLPV4CNAHPV7NWC6NGQTB}

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	2026-07-05T11:48:14.925097Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a14afc96faf04d01df5fb6c2f34d098630f7296ac6c6245d128a3cdb628b87e

Aliases

arxiv: 2508.02477 · arxiv_version: 2508.02477v1 · doi: 10.48550/arxiv.2508.02477 · pith_short_12: PIKK7SLPV4CN · pith_short_16: PIKK7SLPV4CNAHPV · pith_short_8: PIKK7SLP

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/PIKK7SLPV4CNAHPV7NWC6NGQTB \
  | 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: 7a14afc96faf04d01df5fb6c2f34d098630f7296ac6c6245d128a3cdb628b87e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0f469054c6a0f0e08832fdac2c4513c86c82727ff96f000e3fbf109681a2c7b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-04T14:44:40Z",
    "title_canon_sha256": "2bc627054313328c562f1bc6ae0e2a2357a4e9223e89237f7ec8e81f86d5f5d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02477",
    "kind": "arxiv",
    "version": 1
  }
}