Pith Number

pith:FOKI6WCF

pith:2024:FOKI6WCFJEMCXOANRE7BECJTWJ

not attested not anchored not stored refs pending

Tackling Noisy Clients in Federated Learning with End-to-end Label Correction

Gang Xu, Jia Li, Jingjing Xue, Min Liu, Runhan Li, Sheng Sun, Xuefeng Jiang, Yuwei Wang, Zhiyuan Wu

arxiv:2408.04301 v1 · 2024-08-08 · 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{FOKI6WCFJEMCXOANRE7BECJTWJ}

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

Seeing is Believing: Robust Vision-Guided Cross-Modal Prompt Learning under Label Noise

Receipt and verification

First computed	2026-07-05T08:53:31.343420Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b948f584549182bb80d893e120933b266c4671b6709c6a8c72abe2472b3baf6

Aliases

arxiv: 2408.04301 · arxiv_version: 2408.04301v1 · doi: 10.48550/arxiv.2408.04301 · pith_short_12: FOKI6WCFJEMC · pith_short_16: FOKI6WCFJEMCXOAN · pith_short_8: FOKI6WCF

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/FOKI6WCFJEMCXOANRE7BECJTWJ \
  | 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: 2b948f584549182bb80d893e120933b266c4671b6709c6a8c72abe2472b3baf6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18cae85fe3f69ed3269cfb35806f5595565d673a183d1dd6d71298863e123a83",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-08T08:35:32Z",
    "title_canon_sha256": "9323db5663b707da85ee75a77889df2dd0a9472e9208c5d2db3bbdf89bf52562"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.04301",
    "kind": "arxiv",
    "version": 1
  }
}