Pith Number

pith:Y6PJPBDD

pith:2024:Y6PJPBDD44SZFDYZOB3LQ54KKQ

not attested not anchored not stored refs pending

SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning

Feng Xue, Haotian Liu, Shilei Zeng, Xurui Li, Yu Zhou, Zhewei Dai

arxiv:2410.14987 v3 · 2024-10-19 · cs.CV

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\usepackage{pith}
\pithnumber{Y6PJPBDD44SZFDYZOB3LQ54KKQ}

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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

6 papers in Pith

Anomaly-Preference Image Generation

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

AnomalyAgent: Agentic Industrial Anomaly Synthesis via Tool-Augmented Reinforcement Learning

PostureObjectstitch: Anomaly Image Generation Considering Assembly Relationships in Industrial Scenarios

Receipt and verification

First computed	2026-07-05T11:38:48.910957Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c79e978463e725928f197076b8778a5424fa549334ac52bba032bba762666416

Aliases

arxiv: 2410.14987 · arxiv_version: 2410.14987v3 · doi: 10.48550/arxiv.2410.14987 · pith_short_12: Y6PJPBDD44SZ · pith_short_16: Y6PJPBDD44SZFDYZ · pith_short_8: Y6PJPBDD

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/Y6PJPBDD44SZFDYZOB3LQ54KKQ \
  | 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: c79e978463e725928f197076b8778a5424fa549334ac52bba032bba762666416

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e70717d7a34140770a76038f17889f11b22fca051d3d0efce34816747884e54",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-19T05:37:11Z",
    "title_canon_sha256": "7d499fd18925629bf554f99cb273e9fcdda84769bb20d3e795bab31954d6567b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14987",
    "kind": "arxiv",
    "version": 3
  }
}