Pith Number

pith:CGPLPOJY

pith:2024:CGPLPOJYYTAM6B6CFJN2X7SMSH

not attested not anchored not stored refs pending

Election of Collaborators via Reinforcement Learning for Federated Brain Tumor Segmentation

Elina Kontio, Mojtaba Jafaritadi, Muhammad Irfan Khan, Suleiman A. Khan

arxiv:2412.20253 v1 · 2024-12-28 · cs.LG · 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{CGPLPOJYYTAM6B6CFJN2X7SMSH}

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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

Receipt and verification

First computed	2026-07-05T09:54:56.410007Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

119eb7b938c4c0cf07c22a5babfe4c91fa4b74b4796a4e970885b53659585189

Aliases

arxiv: 2412.20253 · arxiv_version: 2412.20253v1 · doi: 10.48550/arxiv.2412.20253 · pith_short_12: CGPLPOJYYTAM · pith_short_16: CGPLPOJYYTAM6B6C · pith_short_8: CGPLPOJY

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/CGPLPOJYYTAM6B6CFJN2X7SMSH \
  | 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: 119eb7b938c4c0cf07c22a5babfe4c91fa4b74b4796a4e970885b53659585189

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4381137639f5586f088c539ba14063fe4278e93642e2623aa3662049aa3f180d",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-28T19:54:06Z",
    "title_canon_sha256": "17891fc763d485a7aa661766f407786d6f60f11c004a12ab7f201f8d674c9b4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20253",
    "kind": "arxiv",
    "version": 1
  }
}