Pith Number

pith:LDQROCI7

pith:2022:LDQROCI7ODD72YAXXZEL7RATAB

not attested not anchored not stored refs pending

A Unified Model for Multi-class Anomaly Detection

Kai Yang, Lei Cui, Xin Lu, Xinyi Le, Yujun Shen, Yu Zheng, Zhiyuan You

arxiv:2206.03687 v3 · 2022-06-08 · cs.CV

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

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\usepackage{pith}
\pithnumber{LDQROCI7ODD72YAXXZEL7RATAB}

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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

2 papers in Pith

HLGFA: High-Low Resolution Guided Feature Alignment for Unsupervised Anomaly Detection

MMR-AD: A Large-Scale Multimodal Dataset for Benchmarking General Anomaly Detection with Multimodal Large Language Models

Receipt and verification

First computed	2026-07-05T05:10:01.671870Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58e117091f70c7fd6017be48bfc413007da8c840e1bc03e65c45d9fcb98add02

Aliases

arxiv: 2206.03687 · arxiv_version: 2206.03687v3 · doi: 10.48550/arxiv.2206.03687 · pith_short_12: LDQROCI7ODD7 · pith_short_16: LDQROCI7ODD72YAX · pith_short_8: LDQROCI7

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/LDQROCI7ODD72YAXXZEL7RATAB \
  | 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: 58e117091f70c7fd6017be48bfc413007da8c840e1bc03e65c45d9fcb98add02

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd3554e99794465ea887147381b627321d0d4839e528ee3dee072e5d53671d42",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-06-08T06:05:09Z",
    "title_canon_sha256": "b6c6b3b67229160d0890bfd3403c8c13fb9c99ac2f4b4e8fa351d96cd3cf0be0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.03687",
    "kind": "arxiv",
    "version": 3
  }
}