Pith Number

pith:YI7UFXE5

pith:2023:YI7UFXE5P2AUV7KQR3FNFD4YFH

not attested not anchored not stored refs pending

MLA-BIN: Model-level Attention and Batch-instance Style Normalization for Domain Generalization of Federated Learning on Medical Image Segmentation

Chuang Han, Fubao Zhu, Jiaofen Nan, Ni Yao, Weihua Zhou, Yanhui Tian, Yanting Li

arxiv:2306.17008 v1 · 2023-06-29 · eess.IV · 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{YI7UFXE5P2AUV7KQR3FNFD4YFH}

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	2026-07-05T06:26:12.198477Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c23f42dc9d7e814afd508ecad28f9829d473a78cfeca4f59361e99b0564e1fb5

Aliases

arxiv: 2306.17008 · arxiv_version: 2306.17008v1 · doi: 10.48550/arxiv.2306.17008 · pith_short_12: YI7UFXE5P2AU · pith_short_16: YI7UFXE5P2AUV7KQ · pith_short_8: YI7UFXE5

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/YI7UFXE5P2AUV7KQR3FNFD4YFH \
  | 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: c23f42dc9d7e814afd508ecad28f9829d473a78cfeca4f59361e99b0564e1fb5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f30ca6a335eccb4ddba3b671239c69db6cb93ca42d5cc79abda563d75627d09b",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-06-29T15:04:51Z",
    "title_canon_sha256": "1e0b4da30d68fb8c774527ac9b6b68e6b78ff020516a37acd5a2ae550ed7e9fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.17008",
    "kind": "arxiv",
    "version": 1
  }
}