Pith Number

pith:GIAT3QQT

pith:2024:GIAT3QQTXQNPCITIXRI7GUCBWX

not attested not anchored not stored refs pending

A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation

Bo Li, Deyin Liu, Hanxi Li, Hao Chen, Lin Wu, Mingwen Wang, Zhengxun Zhang

arxiv:2402.19330 v2 · 2024-02-29 · cs.CV · cs.MM

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\usepackage{pith}
\pithnumber{GIAT3QQTXQNPCITIXRI7GUCBWX}

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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

ASBench: Image Anomalies Synthesis Benchmark for Anomaly Detection

Receipt and verification

First computed	2026-07-05T08:00:41.481858Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32013dc213bc1af12268bc51f35041b5d4271f6b7646d8dbead0f203d1775584

Aliases

arxiv: 2402.19330 · arxiv_version: 2402.19330v2 · doi: 10.48550/arxiv.2402.19330 · pith_short_12: GIAT3QQTXQNP · pith_short_16: GIAT3QQTXQNPCITI · pith_short_8: GIAT3QQT

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/GIAT3QQTXQNPCITIXRI7GUCBWX \
  | 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: 32013dc213bc1af12268bc51f35041b5d4271f6b7646d8dbead0f203d1775584

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37e489ada012f584575931916f6820a6ecdf2fc839debe9c6774a373ac5c086b",
    "cross_cats_sorted": [
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-02-29T16:33:12Z",
    "title_canon_sha256": "9a024faf5a83677a5b531da8b93c62f6c4a5234fa86100bc0fab4ff91c85c1f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.19330",
    "kind": "arxiv",
    "version": 2
  }
}