Pith Number

pith:JZOVVHW7

pith:2025:JZOVVHW7YPRSSLWZ3RM2Q6T6HP

not attested not anchored not stored refs pending

Federated Learning of Low-Rank One-Shot Image Detection Models in Edge Devices with Scalable Accuracy and Compute Complexity

Abdul Hannaan, Aiman Erbad, Ali Safa, Amr Mohamed, Zubair Shah

arxiv:2504.16515 v1 · 2025-04-23 · 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{JZOVVHW7YPRSSLWZ3RM2Q6T6HP}

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	2026-07-05T10:53:00.949524Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e5d5a9edfc3e3292ed9dc59a87a7e3bea2a6ec3460cac00334c73af9bf3d007

Aliases

arxiv: 2504.16515 · arxiv_version: 2504.16515v1 · doi: 10.48550/arxiv.2504.16515 · pith_short_12: JZOVVHW7YPRS · pith_short_16: JZOVVHW7YPRSSLWZ · pith_short_8: JZOVVHW7

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/JZOVVHW7YPRSSLWZ3RM2Q6T6HP \
  | 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: 4e5d5a9edfc3e3292ed9dc59a87a7e3bea2a6ec3460cac00334c73af9bf3d007

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1d141ae0c76d2b07d760dfbacba1a622303670c27e25728380b6b16fa1e87b0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-23T08:40:44Z",
    "title_canon_sha256": "061a50c4d6160008fb5312d592f6eaa94d567dc8b34fdd18ee244c48a06ff049"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16515",
    "kind": "arxiv",
    "version": 1
  }
}