Pith Number

pith:YVZK2UDE

pith:2023:YVZK2UDEOUF4TXZW2XRBCH25NZ

not attested not anchored not stored refs pending

REB: Reducing Biases in Representation for Industrial Anomaly Detection

Dongmei Mo, Shuai Lyu, Waikeung Wong

arxiv:2308.12577 v2 · 2023-08-24 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YVZK2UDEOUF4TXZW2XRBCH25NZ}

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	2026-07-05T08:20:07.629613Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c572ad5064750bc9df36d5e2111f5d6e5f97a26b97b554fe0fc971a5a0c85848

Aliases

arxiv: 2308.12577 · arxiv_version: 2308.12577v2 · doi: 10.48550/arxiv.2308.12577 · pith_short_12: YVZK2UDEOUF4 · pith_short_16: YVZK2UDEOUF4TXZW · pith_short_8: YVZK2UDE

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/YVZK2UDEOUF4TXZW2XRBCH25NZ \
  | 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: c572ad5064750bc9df36d5e2111f5d6e5f97a26b97b554fe0fc971a5a0c85848

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4bd74f3672e72651fa0711cdf757a7aa023942b84099e776d9aef3bb73c85c1c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-08-24T05:32:29Z",
    "title_canon_sha256": "3664aa57f0a44e3839ff1b7e0301c8889cc3dda57ad9682af7806c9cabe4f12c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.12577",
    "kind": "arxiv",
    "version": 2
  }
}