Pith Number

pith:TQJX6AQ7

pith:2025:TQJX6AQ7A67RSILPMLMYRZN5Q3

not attested not anchored not stored refs pending

AFR-CLIP: Enhancing Zero-Shot Industrial Anomaly Detection with Stateless-to-Stateful Anomaly Feature Rectification

Chenqiang Gao, Jingyi Yuan, Pengyu Jie, Shangri Huang, Wanquan Liu, Xuan Xia

arxiv:2503.12910 v3 · 2025-03-17 · 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{TQJX6AQ7A67RSILPMLMYRZN5Q3}

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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

EMIT: Enhancing MLLMs for Industrial Anomaly Detection via Difficulty-Aware GRPO

Receipt and verification

First computed	2026-07-05T11:55:17.454669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c137f021f07bf19216f62d988e5bd86d98ed70ba8306be51d58ebaada49b256

Aliases

arxiv: 2503.12910 · arxiv_version: 2503.12910v3 · doi: 10.48550/arxiv.2503.12910 · pith_short_12: TQJX6AQ7A67R · pith_short_16: TQJX6AQ7A67RSILP · pith_short_8: TQJX6AQ7

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/TQJX6AQ7A67RSILPMLMYRZN5Q3 \
  | 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: 9c137f021f07bf19216f62d988e5bd86d98ed70ba8306be51d58ebaada49b256

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "253a61ea820d4afdaadf299192821d28597604c7ffc670e2ca44d1d981246a4e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-17T08:18:55Z",
    "title_canon_sha256": "006f11fe246fb15404520e574bcc7cb9a3809d8c92fa6a08f0c76ef36eb3da03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.12910",
    "kind": "arxiv",
    "version": 3
  }
}