Pith. sign in
Pith Number

pith:LZYZGOJC

pith:2024:LZYZGOJC3ZTFZDSLHFWJ4UH2JJ
not attested not anchored not stored refs pending

Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology

Alexander Binder, Andreas Kleppe, Dhananjay Tomar

arxiv:2411.09373 v1 · 2024-11-14 · eess.IV · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LZYZGOJC3ZTFZDSLHFWJ4UH2JJ}

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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 2026-07-05T09:35:25.797669Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5e71933922de665c8e4b396c9e50fa4a568190703132e2f4401e307d825c202b

Aliases

arxiv: 2411.09373 · arxiv_version: 2411.09373v1 · doi: 10.48550/arxiv.2411.09373 · pith_short_12: LZYZGOJC3ZTF · pith_short_16: LZYZGOJC3ZTFZDSL · pith_short_8: LZYZGOJC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LZYZGOJC3ZTFZDSLHFWJ4UH2JJ \
  | 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: 5e71933922de665c8e4b396c9e50fa4a568190703132e2f4401e307d825c202b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9be5961ac9aa0df6b3f41f45e45cec5cbe36ccbcbcd5723b5c02b2c84d1ba56c",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-11-14T11:27:15Z",
    "title_canon_sha256": "6ed489b6ef8d94eb4e3aa2d8a3eabcac128168075085b8194c2cecb54257ba15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09373",
    "kind": "arxiv",
    "version": 1
  }
}