Pith Number

pith:NMFIXG2U

pith:2023:NMFIXG2UJYB5Z5STXWQ5KYDLNZ

not attested not anchored not stored refs pending

Optimizing PatchCore for Few/many-shot Anomaly Detection

Jo\~ao Santos, Oliver Rippel, Triet Tran

arxiv:2307.10792 v1 · 2023-07-20 · cs.CV · cs.AI · 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{NMFIXG2UJYB5Z5STXWQ5KYDLNZ}

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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

Leveraging Unsupervised Learning for Cost-Effective Visual Anomaly Detection

SubspaceAD: Training-Free Few-Shot Anomaly Detection via Subspace Modeling

Receipt and verification

First computed	2026-07-05T06:33:10.114335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b0a8b9b544e03dcf653bda1d5606b6e615c39f7d1f7268523b7904d31b14938

Aliases

arxiv: 2307.10792 · arxiv_version: 2307.10792v1 · doi: 10.48550/arxiv.2307.10792 · pith_short_12: NMFIXG2UJYB5 · pith_short_16: NMFIXG2UJYB5Z5ST · pith_short_8: NMFIXG2U

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/NMFIXG2UJYB5Z5STXWQ5KYDLNZ \
  | 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: 6b0a8b9b544e03dcf653bda1d5606b6e615c39f7d1f7268523b7904d31b14938

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2503cadb969e94a0b9e3e990e37b9cf0ce09bbf308c8145f4e9a201ed59b2e89",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-07-20T11:45:38Z",
    "title_canon_sha256": "aebc7425b8de3f56b4b99cfe84cfe8a4fced86b7f082c3b38405aa4700168e0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.10792",
    "kind": "arxiv",
    "version": 1
  }
}