Pith Number

pith:UKYZ4SI6

pith:2020:UKYZ4SI6MLOT7TUDFID73KVY2O

not attested not anchored not stored refs pending

Few-Shot Defect Segmentation Leveraging Abundant Normal Training Samples Through Normal Background Regularization and Crop-and-Paste Operation

Dongyun Lin, Wenbing Zhu, Yanpeng Cao, Yiqun Li

arxiv:2007.09438 v2 · 2020-07-18 · 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{UKYZ4SI6MLOT7TUDFID73KVY2O}

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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

MAGIC: Few-Shot Mask-Guided Anomaly Inpainting with Prompt Perturbation, Spatially Adaptive Guidance, and Context Awareness

Receipt and verification

First computed	2026-07-05T02:29:09.679080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2b19e491e62dd3fce832a07fdaab8d3ae430a7003736fb19e4eee1beba09683

Aliases

arxiv: 2007.09438 · arxiv_version: 2007.09438v2 · doi: 10.48550/arxiv.2007.09438 · pith_short_12: UKYZ4SI6MLOT · pith_short_16: UKYZ4SI6MLOT7TUD · pith_short_8: UKYZ4SI6

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/UKYZ4SI6MLOT7TUDFID73KVY2O \
  | 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: a2b19e491e62dd3fce832a07fdaab8d3ae430a7003736fb19e4eee1beba09683

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4660cfb330ea054c98c1336b436b55bb61e93dea95502f21e436e7f39a44a6d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-07-18T14:15:42Z",
    "title_canon_sha256": "ec053fe83f44b434887ab56f8f18c71de831c621faf0a8e04bb3694f9c35c119"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.09438",
    "kind": "arxiv",
    "version": 2
  }
}