Pith Number

pith:VB3HUYM3

pith:2023:VB3HUYM3QBZWY5O5ARLADBUTX7

not attested not anchored not stored refs pending

Federated Learning for Computer Vision

Abbes Amira, Faycal Bensaali, Hamza Kheddar, Iraklis Varlamis, Shadi Atalla, Wathiq Mansoor, Yashbir Singh, Yassine Himeur

arxiv:2308.13558 v1 · 2023-08-24 · 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{VB3HUYM3QBZWY5O5ARLADBUTX7}

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

2 papers in Pith

Tiny Collaborative Inference for Occlusion-Robust Object Detection

Portable Medical Imaging in Modern Healthcare: Fundamentals, AI-Based Taxonomy, Image Quality, and Open Challenges

Receipt and verification

First computed	2026-07-05T06:44:52.094448Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8767a619b80736c75dd0456018693bffc8f3238fa3e49f21c07cc27c1118543

Aliases

arxiv: 2308.13558 · arxiv_version: 2308.13558v1 · doi: 10.48550/arxiv.2308.13558 · pith_short_12: VB3HUYM3QBZW · pith_short_16: VB3HUYM3QBZWY5O5 · pith_short_8: VB3HUYM3

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/VB3HUYM3QBZWY5O5ARLADBUTX7 \
  | 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: a8767a619b80736c75dd0456018693bffc8f3238fa3e49f21c07cc27c1118543

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a850ad05ebf187930a2407da309658e81066d8e20252d2f83fae178fa7b6f49b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-08-24T16:05:14Z",
    "title_canon_sha256": "e2e8313801755f5eacaaadfd665671ce9b48edd5b92233e2f98808e44d7261ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.13558",
    "kind": "arxiv",
    "version": 1
  }
}