Pith Number

pith:NSURCWN5

pith:2020:NSURCWN5APWTXGJEFHW2DO5WEZ

not attested not anchored not stored refs pending

On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors

Adriano Lucieri, Andreas Dengel, Muhammad Imran Malik, Muhammad Naseer Bajwa, Sheraz Ahmed, Stephan Alexander Braun

arxiv:2005.02000 v1 · 2020-05-05 · cs.LG · cs.CV · eess.IV · stat.ML

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\usepackage{pith}
\pithnumber{NSURCWN5APWTXGJEFHW2DO5WEZ}

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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

Concept Boundary Vectors

Receipt and verification

First computed	2026-07-05T03:46:00.365296Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ca91159bd03ed3b992429eda1bbb62667c9d95750003373f01b783d67dfcb9e

Aliases

arxiv: 2005.02000 · arxiv_version: 2005.02000v1 · doi: 10.48550/arxiv.2005.02000 · pith_short_12: NSURCWN5APWT · pith_short_16: NSURCWN5APWTXGJE · pith_short_8: NSURCWN5

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/NSURCWN5APWTXGJEFHW2DO5WEZ \
  | 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: 6ca91159bd03ed3b992429eda1bbb62667c9d95750003373f01b783d67dfcb9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04050b787d46a9ae5b4c78d2dc889e622c2fd804c6f151715cade4a3468340f7",
    "cross_cats_sorted": [
      "cs.CV",
      "eess.IV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-05T08:27:16Z",
    "title_canon_sha256": "e71ab31e8f43d6c2d67c13700b589bf817ef5903b99e1450b0cfbc337781a7a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.02000",
    "kind": "arxiv",
    "version": 1
  }
}