Pith Number

pith:3VECLU4F

pith:2024:3VECLU4FIMYNDPYIEEMK3TZNTG

not attested not anchored not stored refs pending

Outlier detection by ensembling uncertainty with negative objectness

Anja Deli\'c, Matej Grci\'c, Sini\v{s}a \v{S}egvi\'c

arxiv:2402.15374 v4 · 2024-02-23 · cs.CV · 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{3VECLU4FIMYNDPYIEEMK3TZNTG}

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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

1 paper in Pith

Randomized PCA Forest for Unsupervised Outlier Detection

Receipt and verification

First computed	2026-07-05T09:04:32.940347Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd4825d3854330d1bf082118adcf2d99aee15792e3039e321d75941a29b78e00

Aliases

arxiv: 2402.15374 · arxiv_version: 2402.15374v4 · doi: 10.48550/arxiv.2402.15374 · pith_short_12: 3VECLU4FIMYN · pith_short_16: 3VECLU4FIMYNDPYI · pith_short_8: 3VECLU4F

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/3VECLU4FIMYNDPYIEEMK3TZNTG \
  | 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: dd4825d3854330d1bf082118adcf2d99aee15792e3039e321d75941a29b78e00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8e0f691edacc4bcc86dd8a16294fe224bf05fdf053ce9f8b4597a694f1fbb12",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-02-23T15:19:37Z",
    "title_canon_sha256": "b9bdca4c3fb18bd03c24ae5cf1f205c8df4b1ebf0aa25ca93c3a6676eb3bfa45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15374",
    "kind": "arxiv",
    "version": 4
  }
}