Pith Number

pith:HDVIIBKC

pith:2025:HDVIIBKCRHXTEXYPWDLOBPS37U

not attested not anchored not stored refs pending

Multi-Modal One-Shot Federated Ensemble Learning for Medical Data with Vision Large Language Model

Jianwei Yin, Naibo Wang, See-kiong Ng, Shichen Fan, Yuchen Deng

arxiv:2501.03292 v1 · 2025-01-06 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HDVIIBKCRHXTEXYPWDLOBPS37U}

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.

Receipt and verification

First computed	2026-07-05T09:57:52.077417Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38ea84054289ef325f0fb0d6e0be5bfd3ca5da5c36fcd1d725637e5022792f56

Aliases

arxiv: 2501.03292 · arxiv_version: 2501.03292v1 · doi: 10.48550/arxiv.2501.03292 · pith_short_12: HDVIIBKCRHXT · pith_short_16: HDVIIBKCRHXTEXYP · pith_short_8: HDVIIBKC

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/HDVIIBKCRHXTEXYPWDLOBPS37U \
  | 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: 38ea84054289ef325f0fb0d6e0be5bfd3ca5da5c36fcd1d725637e5022792f56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4494007e38998916980877f09ae645c805db5b48135ed2c3dacbb07cacf7dc95",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-06T08:36:28Z",
    "title_canon_sha256": "0053bef6d3677d56d20d69e98f54e86922bb29a386686d575420b3927a3e6d61"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.03292",
    "kind": "arxiv",
    "version": 1
  }
}