Pith Number

pith:XYY5M5HV

pith:2025:XYY5M5HVBCKH3IZR7TFPPB6W5E

not attested not anchored not stored refs pending

LR-IAD:Mask-Free Industrial Anomaly Detection with Logical Reasoning

Aimin Yang, Feiyan Pang, Peijian Zeng, Zhanbo Wang

arxiv:2504.19524 v1 · 2025-04-28 · 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{XYY5M5HVBCKH3IZR7TFPPB6W5E}

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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

3 papers in Pith

AgentIAD: Agentic Industrial Anomaly Detection via Adaptive Memory Augmentation

EAGLE: Expert-Augmented Attention Guidance for Tuning-Free Industrial Anomaly Detection in Multimodal Large Language Models

AD-Copilot: A Vision-Language Assistant for Industrial Anomaly Detection via Visual In-context Comparison

Receipt and verification

First computed	2026-07-05T10:54:58.826573Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be31d674f508947da331fccaf787d6e91ecb0b6c9eb5a97d0ceb906b03cf234a

Aliases

arxiv: 2504.19524 · arxiv_version: 2504.19524v1 · doi: 10.48550/arxiv.2504.19524 · pith_short_12: XYY5M5HVBCKH · pith_short_16: XYY5M5HVBCKH3IZR · pith_short_8: XYY5M5HV

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/XYY5M5HVBCKH3IZR7TFPPB6W5E \
  | 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: be31d674f508947da331fccaf787d6e91ecb0b6c9eb5a97d0ceb906b03cf234a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "530eeff0a59cde729616f116766d3b54d8f72984cd793ac0cff39c6ad7ee82e4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-28T06:52:35Z",
    "title_canon_sha256": "63dccc6e93741a33a5b96a788bba616104c7ef739ac723c8a7763b6ad6ce90d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.19524",
    "kind": "arxiv",
    "version": 1
  }
}