Pith Number

pith:NOS62LMD

pith:2024:NOS62LMDV3R2YFM5ZHBC3YPFP3

not attested not anchored not stored refs pending

CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection

Eng Gee Lim, Huihui Bai, Jimin Xiao, Xiaolei Wang, Xiaoyang Wang

arxiv:2501.00346 v1 · 2024-12-31 · cs.CV · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NOS62LMDV3R2YFM5ZHBC3YPFP3}

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	2026-07-05T09:55:43.409102Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ba5ed2d83aee3ac159dc9c22de1e57ed8d46a3a5143ea6f259f3b5ce9643036

Aliases

arxiv: 2501.00346 · arxiv_version: 2501.00346v1 · doi: 10.48550/arxiv.2501.00346 · pith_short_12: NOS62LMDV3R2 · pith_short_16: NOS62LMDV3R2YFM5 · pith_short_8: NOS62LMD

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/NOS62LMDV3R2YFM5ZHBC3YPFP3 \
  | 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: 6ba5ed2d83aee3ac159dc9c22de1e57ed8d46a3a5143ea6f259f3b5ce9643036

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d733567d532f1edf059050a52be0c6d2482a0c82b6579f56399289269cf01cac",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-31T08:43:44Z",
    "title_canon_sha256": "b1221231aaa1af5cb1714e9de7363c8a7d1d67a17212f32b6b05c7877af9dc3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00346",
    "kind": "arxiv",
    "version": 1
  }
}