Pith. sign in
Pith Number

pith:FFQALZOJ

pith:2023:FFQALZOJJGMGD4NSWUU24JDSUD
not attested not anchored not stored refs pending

Confidence-Aware and Self-Supervised Image Anomaly Localisation

Bernhard Kainz, Jeremy Tan, Johanna P. M\"uller, Matthew Baugh, Mischa Dombrowski

arxiv:2303.13227 v2 · 2023-03-23 · cs.CV · eess.IV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FFQALZOJJGMGD4NSWUU24JDSUD}

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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.
Receipt and verification
First computed 2026-07-05T06:56:21.285285Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

296005e5c9499861f1b2b529ae2472a0c0cdd6101e8435e48d1622c7615efc58

Aliases

arxiv: 2303.13227 · arxiv_version: 2303.13227v2 · doi: 10.48550/arxiv.2303.13227 · pith_short_12: FFQALZOJJGMG · pith_short_16: FFQALZOJJGMGD4NS · pith_short_8: FFQALZOJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FFQALZOJJGMGD4NSWUU24JDSUD \
  | 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: 296005e5c9499861f1b2b529ae2472a0c0cdd6101e8435e48d1622c7615efc58
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "44c7721d8f2e0c099e8ea2a5eec053ed66921d6ba416a37ee80a7e37da1ba2ea",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-23T12:48:47Z",
    "title_canon_sha256": "d6a088b487c64d58f591553bfd93a5c747b3f09db1f71eb04380090edf2f38a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.13227",
    "kind": "arxiv",
    "version": 2
  }
}