Pith Number

pith:66FVPPRM

pith:2019:66FVPPRM35FFBOLZRKE2VAMJRO

not attested not anchored not stored refs pending

Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)

Aadi Kalloo, Allan Halpern, Brian Helba, David Gutman, Harald Kittler, Konstantinos Liopyris, M. Emre Celebi, Michael Marchetti, Noel Codella, Philipp Tschandl, Stephen Dusza, Veronica Rotemberg

arxiv:1902.03368 v2 · 2019-02-09 · 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{66FVPPRM35FFBOLZRKE2VAMJRO}

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

35 papers in Pith

Task-Distributionally Robust Data-Free Meta-Learning

Algebraic Machine Learning for Small-to-Medium Datasets Is Competitive against Strong Standard Baselines

AMUSE: Anytime Muon with Stable Gradient Evaluation

Rethinking Noise-Robust Training for Frozen Vision Foundation Models: A Cross-Dataset Benchmark with a Case Study of Small-Loss Failure

Entropy-Guided Self-Supervised Learning for Medical Image Classification

Receipt and verification

First computed	2026-05-17T23:49:54.866898Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f78b57be2cdf4a50b9798a89aa81898b870cf211fccb806e2e7637e08b959829

Aliases

arxiv: 1902.03368 · arxiv_version: 1902.03368v2 · doi: 10.48550/arxiv.1902.03368 · pith_short_12: 66FVPPRM35FF · pith_short_16: 66FVPPRM35FFBOLZ · pith_short_8: 66FVPPRM

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/66FVPPRM35FFBOLZRKE2VAMJRO \
  | 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: f78b57be2cdf4a50b9798a89aa81898b870cf211fccb806e2e7637e08b959829

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e79768d74aab57a94c0b56f9078acf8f7fc26ebc9cd311e0596b13a0cf45d45e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-02-09T04:18:10Z",
    "title_canon_sha256": "3f715ef77788ac7d2cd3deb70f2787f324b75f4cf7d66de9d8ea7eb5661f5458"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.03368",
    "kind": "arxiv",
    "version": 2
  }
}