pith. sign in
Pith Number

pith:WX4HC2PJ

pith:2021:WX4HC2PJIBJVG354NEJAXOJXPA
not attested not anchored not stored refs pending

Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning

Celia Cintas, Girmaw Abebe Tadesse, Hannah Kim, Kush Varshney, Skyler Speakman

arxiv:2105.11160 v3 · 2021-05-24 · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WX4HC2PJIBJVG354NEJAXOJXPA}

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.
Receipt and verification
First computed 2026-07-05T02:45:38.487124Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b5f87169e94053536fbc69120bb937780c28c71d5084f3d34d77197af2e62785

Aliases

arxiv: 2105.11160 · arxiv_version: 2105.11160v3 · doi: 10.48550/arxiv.2105.11160 · pith_short_12: WX4HC2PJIBJV · pith_short_16: WX4HC2PJIBJVG354 · pith_short_8: WX4HC2PJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WX4HC2PJIBJVG354NEJAXOJXPA \
  | 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: b5f87169e94053536fbc69120bb937780c28c71d5084f3d34d77197af2e62785
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a198b5c672c750810cf2abe594d5df4f51c1e5bb4a7bd7f077b237d699fff793",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-05-24T09:04:47Z",
    "title_canon_sha256": "edbf338d30d73a28729a808c28a9e5fcc893b72429106a5eaa07a8f5d2cd5b60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.11160",
    "kind": "arxiv",
    "version": 3
  }
}