Pith Number

pith:FTP4RAQJ

pith:2026:FTP4RAQJLGJSWI654HMCY7URQM

not attested not anchored not stored refs pending

Federated Learning for Object Detection: Enabling Collaborative Drone Learning Without Centralizing Data

Daniel M. Jimenez-Gutierrez, Enrique Zuazua, Georgios Kellaris, Joaquin Del Rio, Oleksii Sliusarenko, Xabi Uribe-Etxebarria

arxiv:2607.02636 v1 · 2026-07-02 · cs.LG · cs.AI · cs.CV · cs.DC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FTP4RAQJLGJSWI654HMCY7URQM}

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	2026-07-07T00:16:04.705448Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2cdfc8820959932b23dde1d82c7e91830bc993c32007247a0a57722535b7fa7d

Aliases

arxiv: 2607.02636 · arxiv_version: 2607.02636v1 · doi: 10.48550/arxiv.2607.02636 · pith_short_12: FTP4RAQJLGJS · pith_short_16: FTP4RAQJLGJSWI65 · pith_short_8: FTP4RAQJ

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/FTP4RAQJLGJSWI654HMCY7URQM \
  | 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: 2cdfc8820959932b23dde1d82c7e91830bc993c32007247a0a57722535b7fa7d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b569a56f5bd7b965595bc4f633e2514163638aa9f2e2bbf9b58664b947e51aed",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-02T15:32:37Z",
    "title_canon_sha256": "13bef3df445b46eacb6df8380227424ab9e46fa0113e2d6f7ce6cb325d5db5f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.02636",
    "kind": "arxiv",
    "version": 1
  }
}