Pith Number

pith:4FEZJYTP

pith:2023:4FEZJYTPOKBSQIGU3TR5T45PGC

not attested not anchored not stored refs pending

Visual Anomaly Detection via Dual-Attention Transformer and Discriminative Flow

Haiming Yao, Wei Luo, Wenyong Yu

arxiv:2303.17882 v1 · 2023-03-31 · 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{4FEZJYTPOKBSQIGU3TR5T45PGC}

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.

Cited by

1 paper in Pith

UniSLAD: A Unified Framework for Structural and Logical Industrial Visual Anomaly Detection

Receipt and verification

First computed	2026-07-05T05:56:47.262232Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e14994e26f72832820d4dce3d9f3af30b6da869e12ffd559c88b50964c434f9a

Aliases

arxiv: 2303.17882 · arxiv_version: 2303.17882v1 · doi: 10.48550/arxiv.2303.17882 · pith_short_12: 4FEZJYTPOKBS · pith_short_16: 4FEZJYTPOKBSQIGU · pith_short_8: 4FEZJYTP

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/4FEZJYTPOKBSQIGU3TR5T45PGC \
  | 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: e14994e26f72832820d4dce3d9f3af30b6da869e12ffd559c88b50964c434f9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60ba8d68f47bdce5bded8be4d32bbed4e5baf226fa06c19bb263ab00beb3aaa9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-31T08:34:07Z",
    "title_canon_sha256": "7c234d3da1c16e075fab8181930de98b17abcef527211522d08ad5456addb89f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.17882",
    "kind": "arxiv",
    "version": 1
  }
}