Pith Number

pith:LWQ6GRQR

pith:2024:LWQ6GRQR43RZCFEWDOOKDL5RUP

not attested not anchored not stored refs pending

FedGS: Federated Gradient Scaling for Heterogeneous Medical Image Segmentation

Philip Schutte, Regina Beets-Tan, Valentina Corbetta, Wilson Silva

arxiv:2408.11701 v1 · 2024-08-21 · 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{LWQ6GRQR43RZCFEWDOOKDL5RUP}

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	2026-07-05T08:57:47.763152Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5da1e34611e6e39114961b9ca1afb1a3fba89aa26677658e36f8d651daf59881

Aliases

arxiv: 2408.11701 · arxiv_version: 2408.11701v1 · doi: 10.48550/arxiv.2408.11701 · pith_short_12: LWQ6GRQR43RZ · pith_short_16: LWQ6GRQR43RZCFEW · pith_short_8: LWQ6GRQR

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/LWQ6GRQR43RZCFEWDOOKDL5RUP \
  | 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: 5da1e34611e6e39114961b9ca1afb1a3fba89aa26677658e36f8d651daf59881

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcbc2b0ae673f1e4b466f49e79aaa19a777d7d60d3ae27f575906c71cb5f66ef",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-08-21T15:26:21Z",
    "title_canon_sha256": "40f3c6fd28d1a8783d6192b2b59c1348e59b0309e4485d24a6a7c276da825f70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.11701",
    "kind": "arxiv",
    "version": 1
  }
}