Pith Number

pith:R4K44TIH

pith:2025:R4K44TIHIVJQEDNN5GTCJY6CVL

not attested not anchored not stored refs pending

Hybrid Synthetic Data Generation with Domain Randomization Enables Zero-Shot Vision-Based Part Inspection Under Extreme Class Imbalance

Brian Musser, Chenhui Shao, Guangze Li, Jorge Arinez, Ruo-Syuan Mei, Sixian Jia, Soo Yeon Lee, Sreten Zakula, William Keller

arxiv:2512.00125 v1 · 2025-11-28 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R4K44TIHIVJQEDNN5GTCJY6CVL}

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	2026-05-26T01:03:19.056714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f15ce4d074553020dade9a624e3c2aaf4d25c9e4549058b2b65aad805e21d74

Aliases

arxiv: 2512.00125 · arxiv_version: 2512.00125v1 · doi: 10.48550/arxiv.2512.00125 · pith_short_12: R4K44TIHIVJQ · pith_short_16: R4K44TIHIVJQEDNN · pith_short_8: R4K44TIH

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/R4K44TIHIVJQEDNN5GTCJY6CVL \
  | 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: 8f15ce4d074553020dade9a624e3c2aaf4d25c9e4549058b2b65aad805e21d74

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "378d7ff23fa4c7111720b423acd61e83475f11c2439454f041449a2d78888f3c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-11-28T05:30:49Z",
    "title_canon_sha256": "67068725df33552d5c9d5a1d2379f5d9c5151eb23ff9a37a2cb32c10087a2f3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.00125",
    "kind": "arxiv",
    "version": 1
  }
}