Pith Number

pith:XMMPWDVO

pith:2024:XMMPWDVOJQ7YF5TA6W6KP3F5Y3

not attested not anchored not stored refs pending

MVREC: A General Few-shot Defect Classification Model Using Multi-View Region-Context

Dongmei Mo, Fangjian Liao, Rongchen Zhang, Shuai Lyu, Waikeung Wong, Zeqi Ma

arxiv:2412.16897 v2 · 2024-12-22 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XMMPWDVOJQ7YF5TA6W6KP3F5Y3}

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	2026-07-05T10:41:19.182864Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb18fb0eae4c3f82f660f5bca7ecbdc6d2a2ef676f95b24084e46d857bbde26f

Aliases

arxiv: 2412.16897 · arxiv_version: 2412.16897v2 · doi: 10.48550/arxiv.2412.16897 · pith_short_12: XMMPWDVOJQ7Y · pith_short_16: XMMPWDVOJQ7YF5TA · pith_short_8: XMMPWDVO

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/XMMPWDVOJQ7YF5TA6W6KP3F5Y3 \
  | 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: bb18fb0eae4c3f82f660f5bca7ecbdc6d2a2ef676f95b24084e46d857bbde26f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94b42af5ae5bec001cd80dbd8694181c60184e6f28aa0ebc98076a1325e61c57",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-22T07:14:45Z",
    "title_canon_sha256": "340abef46fbb3c37f14db30ba33fe65a4bb382c9f4f5124c02f97a25286363ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16897",
    "kind": "arxiv",
    "version": 2
  }
}