Pith Number

pith:ZTG5C273

pith:2021:ZTG5C273WMPZ7FLB4MOMNJQTZL

not attested not anchored not stored refs pending

Personalized Federated Learning with Adaptive Batchnorm for Healthcare

Dimitrios Dimitriadis, Jindong Wang, Renjun Xu, Tao Qin, Wang Lu, Xin Qin, Yiqiang Chen

arxiv:2112.00734 v3 · 2021-12-01 · 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{ZTG5C273WMPZ7FLB4MOMNJQTZL}

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	2026-07-05T04:24:57.177681Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cccdd16bfbb31f9f9561e31cc6a613cae53630f153218c6ce66babdd30f13953

Aliases

arxiv: 2112.00734 · arxiv_version: 2112.00734v3 · doi: 10.48550/arxiv.2112.00734 · pith_short_12: ZTG5C273WMPZ · pith_short_16: ZTG5C273WMPZ7FLB · pith_short_8: ZTG5C273

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/ZTG5C273WMPZ7FLB4MOMNJQTZL \
  | 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: cccdd16bfbb31f9f9561e31cc6a613cae53630f153218c6ce66babdd30f13953

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "973eebb51d77a8cd5bacca471be9546dc0162de693d89d63492c4c66e82f82c9",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-01T11:36:56Z",
    "title_canon_sha256": "d7244251a8f9984399857fce6490a9e2f426fa769f6ac0da7cd15f99d1ec03bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.00734",
    "kind": "arxiv",
    "version": 3
  }
}