Pith Number

pith:WH3JBL2D

pith:2025:WH3JBL2DTBQCTD6FJTRW5BR6PX

not attested not anchored not stored refs pending

FNBench: Benchmarking Robust Federated Learning against Noisy Labels

Gang Xu, Jia Li, Min Liu, Nannan Wu, Qi Li, Sheng Sun, Xuefeng Jiang, Xujing Li, Yuwei Wang, Zhiyuan Wu

arxiv:2505.06684 v1 · 2025-05-10 · cs.CV · 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{WH3JBL2DTBQCTD6FJTRW5BR6PX}

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.

Cited by

1 paper in Pith

SplitFed-CL: A Split Federated Co-Learning Framework for Medical Image Segmentation with Inaccurate Labels

Receipt and verification

First computed	2026-07-05T11:01:14.282250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1f690af439860298fc54ce36e863e7dc83ae4e2f678f712d8ef9d6857c6161c

Aliases

arxiv: 2505.06684 · arxiv_version: 2505.06684v1 · doi: 10.48550/arxiv.2505.06684 · pith_short_12: WH3JBL2DTBQC · pith_short_16: WH3JBL2DTBQCTD6F · pith_short_8: WH3JBL2D

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/WH3JBL2DTBQCTD6FJTRW5BR6PX \
  | 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: b1f690af439860298fc54ce36e863e7dc83ae4e2f678f712d8ef9d6857c6161c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca54d7d793819639e962ca7d88f9e20a625258a75afd5ff4868f515857d9aa23",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-10T16:14:52Z",
    "title_canon_sha256": "a0707a87015bcf963d2a564b2d94241a9b95e3a1dee58221e9a779081824491f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.06684",
    "kind": "arxiv",
    "version": 1
  }
}