Pith Number

pith:M3Z2OAPI

pith:2020:M3Z2OAPIQHBNOVJGDOBV3IYWSH

not attested not anchored not stored refs pending

Deep Nearest Neighbor Anomaly Detection

Liron Bergman, Niv Cohen, Yedid Hoshen

arxiv:2002.10445 v1 · 2020-02-24 · cs.LG · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M3Z2OAPIQHBNOVJGDOBV3IYWSH}

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

5 papers in Pith

Scoring Backends Matter More Than Pooling: A Systematic Study of Training-Free Anomalous Sound Detection under Domain Shift

Subspace-Guided Feature Reconstruction for Unsupervised Anomaly Localization

MAPLE: Self-Supervised Learning-Enhanced Nonlinear Dimensionality Reduction for Visual Analysis

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

Text-Guided Multimodal Unified Industrial Anomaly Detection

Receipt and verification

First computed	2026-07-05T00:43:17.545401Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66f3a701e881c2d755261b835da31691c411f4c4ee4547137f0b8b769b433ded

Aliases

arxiv: 2002.10445 · arxiv_version: 2002.10445v1 · doi: 10.48550/arxiv.2002.10445 · pith_short_12: M3Z2OAPIQHBN · pith_short_16: M3Z2OAPIQHBNOVJG · pith_short_8: M3Z2OAPI

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/M3Z2OAPIQHBNOVJGDOBV3IYWSH \
  | 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: 66f3a701e881c2d755261b835da31691c411f4c4ee4547137f0b8b769b433ded

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ecc8bc6ab8c287a10f12fc3e3bc46b2dfaebb66d51e6a44b8a7d714a3d72afc9",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-24T18:51:33Z",
    "title_canon_sha256": "884215886b1bc349ef032c3ed8fa5a8a286c327a322b985155a7bf78fbd7baec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.10445",
    "kind": "arxiv",
    "version": 1
  }
}