Pith Number

pith:ADINFILT

pith:2024:ADINFILTCHAENRPBRPAVZKE5F5

not attested not anchored not stored refs pending

Low-resource finetuning of foundation models beats state-of-the-art in histopathology

Benedikt Roth, Carsten Marr, Julia A. Schnabel, Sophia J. Wagner, Tingying Peng, Valentin Koch

arxiv:2401.04720 v1 · 2024-01-09 · 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{ADINFILTCHAENRPBRPAVZKE5F5}

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

1 paper in Pith

Is an Ultra Large Natural Image-Based Foundation Model Superior to a Retina-Specific Model for Detecting Ocular and Systemic Diseases?

Receipt and verification

First computed	2026-07-05T10:23:51.708142Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00d0d2a17311c046c5e18bc15ca89d2f4e87cba36cf7270671875316ceb18479

Aliases

arxiv: 2401.04720 · arxiv_version: 2401.04720v1 · doi: 10.48550/arxiv.2401.04720 · pith_short_12: ADINFILTCHAE · pith_short_16: ADINFILTCHAENRPB · pith_short_8: ADINFILT

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/ADINFILTCHAENRPBRPAVZKE5F5 \
  | 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: 00d0d2a17311c046c5e18bc15ca89d2f4e87cba36cf7270671875316ceb18479

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb6e274a4d367f9b493aa7ca4f96c89b5991e8ad584f23ab61f45b14f8088231",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-01-09T18:46:59Z",
    "title_canon_sha256": "a3f423637d53df0195a3b198ee69f9cdcf7ee7b7f74a73cb5a19c0ef4cd154ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.04720",
    "kind": "arxiv",
    "version": 1
  }
}