Pith Number

pith:HPFGBRSW

pith:2021:HPFGBRSW623MYLVTBOYYEKMSBW

not attested not anchored not stored refs pending

Dense Out-of-Distribution Detection by Robust Learning on Synthetic Negative Data

Matej Grci\'c, Petra Bevandi\'c, Sini\v{s}a \v{S}egvi\'c, Zoran Kalafati\'c

arxiv:2112.12833 v3 · 2021-12-23 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HPFGBRSW623MYLVTBOYYEKMSBW}

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

1 paper in Pith

Neural Network Meta Classifier: Improving the Reliability of Anomaly Segmentation

Receipt and verification

First computed	2026-07-05T06:35:42.779194Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3bca60c656f6b6cc2eb30bb18229920d9785294291ed654245191e550eb4d3d5

Aliases

arxiv: 2112.12833 · arxiv_version: 2112.12833v3 · doi: 10.48550/arxiv.2112.12833 · pith_short_12: HPFGBRSW623M · pith_short_16: HPFGBRSW623MYLVT · pith_short_8: HPFGBRSW

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/HPFGBRSW623MYLVTBOYYEKMSBW \
  | 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: 3bca60c656f6b6cc2eb30bb18229920d9785294291ed654245191e550eb4d3d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53fcb834d6db211a55055b690aeef69e0eedaeb35c031f759c984aa39a3dfbb6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-12-23T20:35:10Z",
    "title_canon_sha256": "c81a593e93b8a41192126aff4353f005cb56576de28117613602cc0252bd955f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.12833",
    "kind": "arxiv",
    "version": 3
  }
}