Pith Number

pith:YSAYOAOT

pith:2023:YSAYOAOTVNGMUFSSMPIC5IDGCS

not attested not anchored not stored refs pending

Learning Trustworthy Model from Noisy Labels based on Rough Set for Surface Defect Detection

Bin Li, Kai Li, Tongzhi Niu, Weifeng Li, Yufeng Lin, Yuwei Li, Zhenrong Wang

arxiv:2301.10441 v1 · 2023-01-25 · cs.CV · eess.IV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YSAYOAOTVNGMUFSSMPIC5IDGCS}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T05:35:51.132227Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4818701d3ab4cca165263d02ea06614b8500a379b33b104d0a453a000f995c2

Aliases

arxiv: 2301.10441 · arxiv_version: 2301.10441v1 · doi: 10.48550/arxiv.2301.10441 · pith_short_12: YSAYOAOTVNGM · pith_short_16: YSAYOAOTVNGMUFSS · pith_short_8: YSAYOAOT

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/YSAYOAOTVNGMUFSSMPIC5IDGCS \
  | 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: c4818701d3ab4cca165263d02ea06614b8500a379b33b104d0a453a000f995c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8367346fe22a24f66987e4d1a9ecca1e85769826afb72ecd889616d17d0afb0",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-01-25T07:29:22Z",
    "title_canon_sha256": "54a5f69b87cc725618dcf47e3e15cbe9df92978c923822a4c5fb72c9a5a43433"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.10441",
    "kind": "arxiv",
    "version": 1
  }
}