Pith Number

pith:DCKSCCT5

pith:2024:DCKSCCT5IU7H55HIXERTBS7OX7

not attested not anchored not stored refs pending

Learning Unified Reference Representation for Unsupervised Multi-class Anomaly Detection

Chengjie Wang, Jinlong Peng, Liang Liu, Liren He, Mingmin Chi, Qiangang Du, Wenbing Zhu, Xiaobin Hu, Yabiao Wang, Zhengkai Jiang

arxiv:2403.11561 v2 · 2024-03-18 · cs.CV

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\usepackage{pith}
\pithnumber{DCKSCCT5IU7H55HIXERTBS7OX7}

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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

Distribution Prototype Diffusion Learning for Open-set Supervised Anomaly Detection

Mixture Prototype Flow Matching for Open-Set Supervised Anomaly Detection

Receipt and verification

First computed	2026-07-05T08:44:12.898001Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1895210a7d453e7ef4e8b92330cbeebfd669081c75f69a69781db30b100383d3

Aliases

arxiv: 2403.11561 · arxiv_version: 2403.11561v2 · doi: 10.48550/arxiv.2403.11561 · pith_short_12: DCKSCCT5IU7H · pith_short_16: DCKSCCT5IU7H55HI · pith_short_8: DCKSCCT5

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/DCKSCCT5IU7H55HIXERTBS7OX7 \
  | 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: 1895210a7d453e7ef4e8b92330cbeebfd669081c75f69a69781db30b100383d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1087a0960e45786a83304b53cdbdc1198a208b8e8e2e02c01fa3bc379379b963",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-18T08:29:47Z",
    "title_canon_sha256": "45c8aaf0862ce3d4cad44b811460bc155b71aefa3f48bb8164bdafce6614569f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.11561",
    "kind": "arxiv",
    "version": 2
  }
}